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Prices are in US dollars and were checked October 20, 2026.","reviewedAt":"2026-10-20","evidenceStatus":"company-reported","url":"https://general.legal/pricing?utm_source=ai-native-index&utm_medium=referral&utm_campaign=outbound"},{"title":"Jurisdictions and engagement","summary":"The terms limit the intended service audience to US users and require appropriate attorney licensing for the matter. A website visit does not create an attorney-client relationship. Confirm the responsible attorney, jurisdiction and engagement terms before relying on representation.","reviewedAt":"2026-10-20","evidenceStatus":"company-reported","url":"https://general.legal/terms-of-service?utm_source=ai-native-index&utm_medium=referral&utm_campaign=outbound"},{"title":"Confidential information","summary":"The terms distinguish prospective enquiries from an established attorney-client relationship. They advise against submitting confidential information before that relationship exists. This profile has not verified the firm’s complete model-training, retention or subprocessor arrangements.","reviewedAt":"2026-10-20","evidenceStatus":"company-reported","url":"https://general.legal/terms-of-service?utm_source=ai-native-index&utm_medium=referral&utm_campaign=outbound"},{"title":"Founders and backing","summary":"The firm names Ryan Walker, Javed Qadrud-Din and J.P. Mohler as co-founders. Its about page identifies backing from Y Combinator, SUSA Ventures, Audacious, SV Angel and BoxGroup. These are company-published statements; this does not establish a current funding total or valuation.","reviewedAt":"2026-10-20","evidenceStatus":"company-reported","url":"https://general.legal/about?utm_source=ai-native-index&utm_medium=referral&utm_campaign=outbound"}]},{"name":"Corgi","profile":"https://ai-native-index-black.vercel.app/companies/corgi","industry":"Finance","type":"Service firm","category":"insurance","operatingModel":"AI-led hybrid","profileResearch":{"sections":[{"id":"offerings","title":"Services & capabilities","short":"Services","passages":[{"title":"Services and delivery","body":"Corgi helps founders and operators arrange commercial insurance, from the first policies needed for an office lease or customer contract through more complex protection for an expanding business. 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Corgi Insurance Services acts as a licensed producer and program administrator; coverage is issued by the underwriting entity identified in the policy.","sourceUrl":"https://www.corgi.insure/","group":"offerings","reviewedAt":"2026-10-21","evidenceStatus":"company-reported"}],"claims":[]},{"id":"fit","title":"Clients & use cases","short":"Clients","passages":[],"claims":[]},{"id":"commercial","title":"Pricing & engagement","short":"Pricing","passages":[],"claims":[]},{"id":"technology","title":"Technology & delivery","short":"Technology","passages":[],"claims":[]},{"id":"evidence","title":"Evidence","short":"Evidence","passages":[],"claims":[]},{"id":"company","title":"Company","short":"Company","passages":[],"claims":[]}],"missing":["Customer segments and service coverage","Current pricing and contract terms","Security controls, data retention and model-training terms","Supported client systems and delivery responsibilities"],"facts":{"workType":"Insurance & claims","headquarters":null,"founded":{"value":"2024","sourceUrl":"https://www.ycombinator.com/companies/corgi-insurance","sourceLabel":"Corgi Insurance · Y Combinator company profile","reviewedAt":"2026-10-21"},"teamSize":{"value":"250 (YC listing)","sourceUrl":"https://www.ycombinator.com/companies/corgi-insurance","sourceLabel":"Corgi Insurance · Y Combinator company profile","reviewedAt":"2026-10-21"},"stage":{"value":"Series B (announced 2026-05)","sourceUrl":"https://www.corgi.insure/press-releases/series-b","sourceLabel":"Corgi · Official announcement","reviewedAt":"2026-10-21","announcedAt":"2026-05-07"},"funding":{"value":"$160M Series B round","sourceUrl":"https://www.corgi.insure/press-releases/series-b","sourceLabel":"Corgi · Official announcement","reviewedAt":"2026-10-21","announcedAt":"2026-05-07"}},"claims":[]},"presentation":[{"id":"offerings","title":"What Corgi does","paragraphs":["Corgi helps founders and operators arrange commercial insurance, from the first policies needed for an office lease or customer contract through more complex protection for an expanding business. 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Corgi Insurance Services acts as a licensed producer and program administrator; coverage is issued by the underwriting entity identified in the policy."],"tags":["Business insurance","Startup coverage","Cyber liability","Technology E&O","Directors & officers","General liability","Employment practices","Fiduciary liability","Property insurance","Policy administration","Claims coordination"]},{"id":"differentiation","title":"Differentiation","paragraphs":[],"comparisons":[{"title":"Compared with a conventional brokerage","description":"Corgi combines its customer-facing insurance service with technology spanning quoting, policy operations and claims administration. The aim is a coordinated insurance relationship rather than a separate workflow for each intermediary."},{"title":"Compared with insurance software","description":"A business approaches Corgi to arrange insurance and manage the resulting coverage. It is not buying a tool to operate its own brokerage; the policy and underwriting entity define the actual protection."}]},{"id":"evidence","title":"Track record","paragraphs":["Corgi publishes named customer accounts and company funding announcements. Its May 2026 announcement describes a $160M Series B led by TCV. The financing supports company context; it is separate from policy coverage or claims performance."]},{"id":"company","title":"Company details","paragraphs":[]}],"description":"AI-native business insurance for startups and commercial customers.","overview":"Corgi helps founders and operators arrange commercial insurance, from the first policies needed for an office lease or customer contract through more complex protection for an expanding business. Its technology-company packages combine coverage such as general liability, cyber liability, technology errors and omissions, directors and officers, employment practices and fiduciary liability. Businesses can start an application online or speak with a specialist about their risks, required limits and existing policies. Corgi offers stage-based packages as well as custom coverage. Its current product range also includes property, trucking and specialist commercial risks, so the scope extends beyond a single startup policy. AI is part of the insurance operation: the company describes a connected approach across underwriting workflows, policy design, servicing and claims administration. The legal roles remain distinct. Corgi Insurance Services acts as a licensed producer and program administrator; coverage is issued by the underwriting entity identified in the policy.","website":"https://www.corgi.insure/?utm_source=ai-native-index&utm_medium=referral&utm_campaign=outbound","sourceReviewed":"2026-10-21","details":{"workType":"Insurance & claims","headquarters":null,"founded":{"value":"2024","sourceUrl":"https://www.ycombinator.com/companies/corgi-insurance","sourceLabel":"Corgi Insurance · Y Combinator company profile","reviewedAt":"2026-10-21"},"teamSize":{"value":"250 (YC listing)","sourceUrl":"https://www.ycombinator.com/companies/corgi-insurance","sourceLabel":"Corgi Insurance · Y Combinator company profile","reviewedAt":"2026-10-21"},"stage":{"value":"Series B (announced 2026-05)","sourceUrl":"https://www.corgi.insure/press-releases/series-b","sourceLabel":"Corgi · Official announcement","reviewedAt":"2026-10-21","announcedAt":"2026-05-07"},"funding":{"value":"$160M Series B round","sourceUrl":"https://www.corgi.insure/press-releases/series-b","sourceLabel":"Corgi · Official announcement","reviewedAt":"2026-10-21","announcedAt":"2026-05-07"}},"updates":{"checkedAt":"2026-10-21","careersUrl":"https://www.corgi.insure/careers","jobsSourceUrl":"https://www.ycombinator.com/companies/corgi-insurance","jobs":[{"title":"GTM Associate","location":"Dallas, TX, US / Chicago, IL, US / Atlanta, GA, US","url":"https://www.ycombinator.com/companies/corgi-insurance/jobs/OMHjq7G-gtm-associate","updatedAt":"2026-10-21","observedAt":"2026-10-21"},{"title":"Business Development Representative","location":"San Francisco, CA, US / Salt Lake City, UT, US / Columbus, OH, US","url":"https://www.ycombinator.com/companies/corgi-insurance/jobs/afQQR4q-business-development-representative","updatedAt":"2026-10-21","observedAt":"2026-10-21"},{"title":"Account Manager","location":"Dallas, TX, US","url":"https://www.ycombinator.com/companies/corgi-insurance/jobs/PHbipxC-account-manager","updatedAt":"2026-10-21","observedAt":"2026-10-21"},{"title":"Sales Development Representative","location":"San Francisco, CA, US / Salt Lake City, UT, US / Columbus, OH, US","url":"https://www.ycombinator.com/companies/corgi-insurance/jobs/cG8dWJi-sales-development-representative","updatedAt":"2026-10-21","observedAt":"2026-10-21"},{"title":"Full Stack Engineer - 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Teams can research legal and tax issues, store and analyze documents, prepare work with specialized agents and collaborate with other organizations in shared spaces.","Its platform brings those activities together through legal-work orchestration: assigning tasks, executing work with agents and reviewing the results. Related workflows address contract review, legal intake and regulatory monitoring. Integrations connect the platform with the information and applications the legal team already uses.","The buyers are law firms, corporate legal departments and professional-services businesses. Harvey supplies the technology and adoption infrastructure; the professionals using it remain responsible for the substance of their advice. This differs from engaging a law firm to accept and complete a matter on the client’s behalf."],"tags":["Legal AI","Legal research","Document analysis","Legal agents","Contract review","Legal intake","Regulatory monitoring","Shared workspaces","Workflow orchestration","Professional services","Enterprise integrations"]},{"id":"differentiation","title":"Differentiation","paragraphs":[],"comparisons":[{"title":"Compared with standalone research tools","description":"Harvey combines research with document work, agents and collaboration. The platform is intended to carry information through a legal workflow rather than answer one disconnected question."},{"title":"Compared with a law firm","description":"Harvey provides software to professionals and organizations. 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Harvey supplies the technology and adoption infrastructure; the professionals using it remain responsible for the substance of their advice. This differs from engaging a law firm to accept and complete a matter on the client’s behalf.","website":"https://www.harvey.ai/?utm_source=ai-native-index&utm_medium=referral&utm_campaign=outbound","sourceReviewed":"2026-10-21","details":{"workType":"Legal research & document analysis","headquarters":{"value":"San Francisco, California, US","sourceUrl":"https://www.linkedin.com/company/harvey-ai","sourceLabel":"Harvey · Official LinkedIn company profile","reviewedAt":"2026-10-19"},"founded":{"value":"2022","sourceUrl":"https://sequoiacap.com/companies/harvey","sourceLabel":"Sequoia Capital · Harvey","reviewedAt":"2026-10-19"},"teamSize":null,"stage":null,"funding":{"value":"$550M round","sourceUrl":"https://www.harvey.ai/blog/harvey-raises-dollar550m-at-a-dollar155b-valuation-to-help-legal-teams-own-their-intelligence","sourceLabel":"Harvey · Official company disclosure","reviewedAt":"2026-10-19","announcedAt":"2026-09-09"}},"updates":{"checkedAt":"2026-10-21","careersUrl":"https://www.harvey.ai/","jobsSourceUrl":"","jobs":[],"news":[{"title":"Harvey announces $550M round","publisher":"Harvey","date":"2026-09-09","type":"Company announcement","url":"https://www.harvey.ai/blog/harvey-raises-dollar550m-at-a-dollar155b-valuation-to-help-legal-teams-own-their-intelligence","image":"/news/harvey-2026-09-09.jpg","imageSource":"https://cdn.sanity.io/images/07s0r5r6/production/d46c5beb4e5eac66678d77936d49e0fd9a630b93-3840x2160.jpg?w=1200&h=675&fm=jpg&q=95&fit=crop","imageSourcePage":"https://www.harvey.ai/blog/harvey-raises-dollar550m-at-a-dollar155b-valuation-to-help-legal-teams-own-their-intelligence"}]},"founders":null,"backers":{"names":["Diffusion","Lightspeed Venture Partners","Sequoia Capital","Kleiner Perkins","Andreessen Horowitz"],"sourceUrl":"https://www.harvey.ai/blog/harvey-raises-dollar550m-at-a-dollar155b-valuation-to-help-legal-teams-own-their-intelligence","reviewedAt":"2026-10-21","attribution":"Published primary company or investor source","fundingSummary":"$550M financing at an announced $15.5B valuation, co-led by Diffusion and Lightspeed Venture Partners.","fundingSourceUrl":"https://www.harvey.ai/blog/harvey-raises-dollar550m-at-a-dollar155b-valuation-to-help-legal-teams-own-their-intelligence"},"sources":[{"title":"Services and delivery","summary":"Harvey supports the work around legal questions, agreements, document collections and regulatory changes. Teams can research legal and tax issues, store and analyze documents, prepare work with specialized agents and collaborate with other organizations in shared spaces. Its platform brings those activities together through legal-work orchestration: assigning tasks, executing work with agents and reviewing the results. Related workflows address contract review, legal intake and regulatory monitoring. Integrations connect the platform with the information and applications the legal team already uses. The buyers are law firms, corporate legal departments and professional-services businesses. Harvey supplies the technology and adoption infrastructure; the professionals using it remain responsible for the substance of their advice. This differs from engaging a law firm to accept and complete a matter on the client’s behalf.","reviewedAt":"2026-10-21","evidenceStatus":"company-reported","url":"https://www.harvey.ai/?utm_source=ai-native-index&utm_medium=referral&utm_campaign=outbound"}]},{"name":"Truewind","profile":"https://ai-native-index-black.vercel.app/companies/truewind","industry":"Finance","type":"Software","category":"accounting","operatingModel":"AI software","profileResearch":{"sections":[{"id":"offerings","title":"Services & capabilities","short":"Services","passages":[{"title":"Services and delivery","body":"Truewind turns bank statements, workpapers and other accounting inputs into journal entries, reconciliations and supporting schedules. Accounting teams use it to organize the close, assign work, review exceptions and retain evidence for the decisions behind the books. The platform combines close management, transaction coding and reconciliation. It applies a team’s accounting rules, prepares prepaid and fixed-asset schedules, compares posted activity with historical patterns and flags unusual items for review. Its workflows also address specific source data such as brokerage statements, donations, payroll and point-of-sale settlements. Truewind serves accounting practices and internal finance functions, including startups, nonprofits and family offices. Its current positioning keeps the customer’s team responsible for review and sign-off. Native Sage Intacct and QuickBooks Online integrations let approved entries move into the existing general ledger.","sourceUrl":"https://www.truewind.ai/","group":"offerings","reviewedAt":"2026-10-21","evidenceStatus":"company-reported"}],"claims":[{"label":"Capabilities","value":"Transaction coding, Reconciliation, Close management, Journal entries","sourceUrl":"https://www.truewind.ai/","reviewedAt":"2026-10-20","scope":"Truewind current offering; launch-specific details are identified as historical in the profile.","conditions":"","status":"company-reported"}]},{"id":"fit","title":"Clients & use cases","short":"Clients","passages":[],"claims":[]},{"id":"commercial","title":"Pricing & engagement","short":"Pricing","passages":[],"claims":[]},{"id":"technology","title":"Technology & delivery","short":"Technology","passages":[],"claims":[]},{"id":"evidence","title":"Evidence","short":"Evidence","passages":[],"claims":[]},{"id":"company","title":"Company","short":"Company","passages":[],"claims":[]}],"missing":["Customer segments and service coverage","Current pricing and contract terms","Security controls, data retention and model-training terms","Plan-specific integrations and deployment"],"facts":{"workType":"Accounting, tax & financial close","headquarters":null,"founded":null,"teamSize":null,"stage":{"value":"Series A","sourceUrl":"https://www.truewind.ai/blog/announcing-truewind-series-a","sourceLabel":"Official company website","reviewedAt":"2026-10-21","announcedAt":"2024-12-11"},"funding":{"value":"$13 million Series A (December 2024)","sourceUrl":"https://www.truewind.ai/blog/announcing-truewind-series-a","sourceLabel":"Official company website","reviewedAt":"2026-10-21","announcedAt":"2024-12-11"}},"claims":[{"label":"Capabilities","value":"Transaction coding, Reconciliation, Close management, Journal entries","sourceUrl":"https://www.truewind.ai/","reviewedAt":"2026-10-20","scope":"Truewind current offering; launch-specific details are identified as historical in the profile.","conditions":"","status":"company-reported"}]},"presentation":[{"id":"offerings","title":"What Truewind does","paragraphs":["Truewind turns bank statements, workpapers and other accounting inputs into journal entries, reconciliations and supporting schedules. 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Native Sage Intacct and QuickBooks Online integrations let approved entries move into the existing general ledger."],"tags":["Digital accountant","Month-end close","Transaction coding","Reconciliations","Journal entries","Exception review","Flux analysis","Prepaid schedules","Fixed assets","Sage Intacct","QuickBooks Online","Accounting firms"]},{"id":"differentiation","title":"Differentiation","paragraphs":[],"comparisons":[{"title":"Compared with a general ledger","description":"Truewind works alongside the accounting system. It prepares, reconciles and organizes the close workflow while Sage Intacct or QuickBooks Online remains the source of truth."},{"title":"Compared with outsourced accounting","description":"The current product is designed for the customer’s accountants to review and control the close. 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It applies a team’s accounting rules, prepares prepaid and fixed-asset schedules, compares posted activity with historical patterns and flags unusual items for review. Its workflows also address specific source data such as brokerage statements, donations, payroll and point-of-sale settlements. Truewind serves accounting practices and internal finance functions, including startups, nonprofits and family offices. Its current positioning keeps the customer’s team responsible for review and sign-off. Native Sage Intacct and QuickBooks Online integrations let approved entries move into the existing general ledger.","website":"https://www.truewind.ai/?utm_source=ai-native-index&utm_medium=referral&utm_campaign=outbound","sourceReviewed":"2026-10-21","details":{"workType":"Accounting, tax & financial close","headquarters":null,"founded":null,"teamSize":null,"stage":{"value":"Series A","sourceUrl":"https://www.truewind.ai/blog/announcing-truewind-series-a","sourceLabel":"Official company website","reviewedAt":"2026-10-21","announcedAt":"2024-12-11"},"funding":{"value":"$13 million Series A (December 2024)","sourceUrl":"https://www.truewind.ai/blog/announcing-truewind-series-a","sourceLabel":"Official company website","reviewedAt":"2026-10-21","announcedAt":"2024-12-11"}},"updates":{"checkedAt":"2026-10-21","jobs":[],"news":[{"title":"Truewind announces $13 million Series A","url":"https://www.truewind.ai/blog/announcing-truewind-series-a","date":"2024-12-11","publisher":"Company announcement","type":"Funding","image":"/news/truewind-truewindannounces13millionseriesa.webp","imageSource":"https://www.truewind.ai/og-image.png","imageSourcePage":"https://www.truewind.ai/blog/announcing-truewind-series-a","imageReviewedAt":"2026-10-21"}]},"founders":null,"backers":{"sourceUrl":"https://www.truewind.ai/blog/announcing-truewind-series-a","reviewedAt":"2026-10-21","names":["Rho Capital","Thomson Reuters Ventures","Pathlight Ventures","Fin Capital","Y Combinator","Fellows Fund","Beat Ventures","Soma Capital","Scrum Ventures","Hike Ventures","SV Tech Ventures"],"attribution":"Published by the company","fundingSummary":"Truewind announced a $13 million Series A in December 2024, co-led by Rho Capital and Thomson Reuters Ventures. The announcement put total funding above $17 million at that time.","fundingSourceUrl":"https://www.truewind.ai/blog/announcing-truewind-series-a"},"sources":[{"title":"Services and delivery","summary":"Truewind turns bank statements, workpapers and other accounting inputs into journal entries, reconciliations and supporting schedules. Accounting teams use it to organize the close, assign work, review exceptions and retain evidence for the decisions behind the books. The platform combines close management, transaction coding and reconciliation. It applies a team’s accounting rules, prepares prepaid and fixed-asset schedules, compares posted activity with historical patterns and flags unusual items for review. Its workflows also address specific source data such as brokerage statements, donations, payroll and point-of-sale settlements. Truewind serves accounting practices and internal finance functions, including startups, nonprofits and family offices. Its current positioning keeps the customer’s team responsible for review and sign-off. Native Sage Intacct and QuickBooks Online integrations let approved entries move into the existing general ledger.","reviewedAt":"2026-10-21","evidenceStatus":"company-reported","url":"https://www.truewind.ai/?utm_source=ai-native-index&utm_medium=referral&utm_campaign=outbound"}]},{"name":"Garfield AI","profile":"https://ai-native-index-black.vercel.app/companies/garfield-ai","industry":"Law","type":"Service firm","category":"legal","operatingModel":"AI-native service","profileResearch":{"sections":[{"id":"offerings","title":"Services & capabilities","short":"Services","passages":[{"title":"Services and delivery","body":"Garfield reads the invoices, contracts and other records behind an unpaid debt, then prepares the correspondence needed to pursue it. The service can begin with a payment reminder or letter before action and progress to the small-claims process if the debt remains unresolved. Its current published scope covers claims up to £10,000. Businesses can upload documents or connect relevant accounting information. The workflow keeps the creditor informed as the matter moves through letters, responses and court paperwork. Garfield also provides an enforcement route for an existing judgment, rather than requiring the customer to start the claim again. The service is intended for sole traders, smaller businesses and other organizations dealing with unpaid invoices. The SRA’s authorization announcement explains that Garfield acts with client approval and supervision; regulated solicitors remain accountable for the service. Its focus is debt recovery, rather than general-purpose legal advice.","sourceUrl":"https://www.garfield.law/","group":"offerings","reviewedAt":"2026-10-21","evidenceStatus":"company-reported"}],"claims":[]},{"id":"fit","title":"Clients & use cases","short":"Clients","passages":[],"claims":[]},{"id":"commercial","title":"Pricing & engagement","short":"Pricing","passages":[],"claims":[]},{"id":"technology","title":"Technology & delivery","short":"Technology","passages":[],"claims":[]},{"id":"evidence","title":"Evidence","short":"Evidence","passages":[],"claims":[]},{"id":"company","title":"Company","short":"Company","passages":[],"claims":[]}],"missing":["Customer segments and service coverage","Current pricing and contract terms","Security controls, data retention and model-training terms","Supported client systems and delivery responsibilities"],"facts":{"workType":"Legal services","headquarters":{"value":"Royal Tunbridge Wells, England","sourceUrl":"https://www.sra.org.uk/consumers/register/organisation/?sraNumber=8010904","sourceLabel":"Solicitors Regulation Authority firm register","reviewedAt":"2026-10-21"},"founded":null,"teamSize":null,"stage":null,"funding":null},"claims":[]},"presentation":[{"id":"offerings","title":"What Garfield AI does","paragraphs":["Garfield reads the invoices, contracts and other records behind an unpaid debt, then prepares the correspondence needed to pursue it. The service can begin with a payment reminder or letter before action and progress to the small-claims process if the debt remains unresolved. Its current scope covers claims up to £10,000.","Businesses can upload documents or connect relevant accounting information. The workflow keeps the creditor informed as the matter moves through letters, responses and court paperwork. Garfield also provides an enforcement route for an existing judgment, rather than requiring the customer to start the claim again.","The service is intended for sole traders, smaller businesses and other organizations dealing with unpaid invoices. The SRA’s authorization announcement explains that Garfield acts with client approval and supervision; regulated solicitors remain accountable for the service. Its focus is debt recovery, rather than general-purpose legal advice."],"tags":["AI-native law firm","Debt recovery","Unpaid invoices","Letters before action","Small claims","Court paperwork","Judgment enforcement","Document intake","Client approval","England & Wales"]},{"id":"differentiation","title":"Differentiation","paragraphs":[],"comparisons":[{"title":"A defined debt-recovery workflow","description":"Garfield centers on unpaid invoices and English small-claims proceedings, with document preparation priced by stage. That is a narrower engagement than a general business-law retainer."},{"title":"AI delivered through a regulated firm","description":"The service takes users through claim documents and procedural steps. Its operating model differs from buying a general legal drafting tool for a solicitor to run."}]},{"id":"commercial","title":"Pricing","paragraphs":["Document preparation fees in GBP, excluding VAT. Court fees are separate. Published price chart dated October 12, 2026."],"prices":[{"label":"Polite chaser","price":"£2","detail":"Preparation of the initial payment reminder."},{"label":"Letter before action","price":"£7.50","detail":"Preparation of the formal pre-action letter."},{"label":"Claim form and particulars","price":"£50–£100","detail":"Garfield’s preparation fee depends on claim value, up to £10,000; court issue fees are additional."},{"label":"Defence and reply documents","price":"£5–£400","detail":"Preparation fees vary by claim value and the document required."}]},{"id":"evidence","title":"Track record","paragraphs":["The SRA register identifies Garfield.Law Limited, trading as Garfield and Garfield AI, under authorization number 8010904. The regulator’s May 2025 announcement describes the client-approval and supervision arrangements."]},{"id":"company","title":"Company details","paragraphs":[]}],"description":"AI-enabled debt recovery and small-claims legal services in England and Wales.","overview":"Garfield reads the invoices, contracts and other records behind an unpaid debt, then prepares the correspondence needed to pursue it. The service can begin with a payment reminder or letter before action and progress to the small-claims process if the debt remains unresolved. Its current published scope covers claims up to £10,000. Businesses can upload documents or connect relevant accounting information. The workflow keeps the creditor informed as the matter moves through letters, responses and court paperwork. Garfield also provides an enforcement route for an existing judgment, rather than requiring the customer to start the claim again. The service is intended for sole traders, smaller businesses and other organizations dealing with unpaid invoices. The SRA’s authorization announcement explains that Garfield acts with client approval and supervision; regulated solicitors remain accountable for the service. Its focus is debt recovery, rather than general-purpose legal advice.","website":"https://www.garfield.law/?utm_source=ai-native-index&utm_medium=referral&utm_campaign=outbound","sourceReviewed":"2026-10-21","details":{"workType":"Legal services","headquarters":{"value":"Royal Tunbridge Wells, England","sourceUrl":"https://www.sra.org.uk/consumers/register/organisation/?sraNumber=8010904","sourceLabel":"Solicitors Regulation Authority firm register","reviewedAt":"2026-10-21"},"founded":null,"teamSize":null,"stage":null,"funding":null},"updates":null,"founders":{"sourceUrl":"https://www.garfield.law/about","reviewedAt":"2026-10-21","people":[{"name":"Philip Young","role":"Founder & CEO"},{"name":"Daniel Long","role":"Co-founder & CTO","image":"/people/garfield-ai-daniellong-official.webp","imageSource":"https://www.garfield.law/_next/image?url=https%3A%2F%2Fres.cloudinary.com%2Fdoyj4jrm2%2Fimage%2Fupload%2Fv1755267768%2FDan_Headshot_-_Square_geuu7h.jpg&w=1920&q=75","imageSourcePage":"https://www.garfield.law/about","imageReviewedAt":"2026-10-21"}]},"backers":null,"sources":[{"title":"Services and delivery","summary":"Garfield reads the invoices, contracts and other records behind an unpaid debt, then prepares the correspondence needed to pursue it. The service can begin with a payment reminder or letter before action and progress to the small-claims process if the debt remains unresolved. Its current published scope covers claims up to £10,000. Businesses can upload documents or connect relevant accounting information. The workflow keeps the creditor informed as the matter moves through letters, responses and court paperwork. Garfield also provides an enforcement route for an existing judgment, rather than requiring the customer to start the claim again. The service is intended for sole traders, smaller businesses and other organizations dealing with unpaid invoices. The SRA’s authorization announcement explains that Garfield acts with client approval and supervision; regulated solicitors remain accountable for the service. Its focus is debt recovery, rather than general-purpose legal advice.","reviewedAt":"2026-10-21","evidenceStatus":"company-reported","url":"https://www.garfield.law/?utm_source=ai-native-index&utm_medium=referral&utm_campaign=outbound"}]},{"name":"Lawhive","profile":"https://ai-native-index-black.vercel.app/companies/lawhive","industry":"Law","type":"Service firm","category":"legal","operatingModel":"AI-led hybrid","profileResearch":{"sections":[{"id":"offerings","title":"Services & capabilities","short":"Services","passages":[{"title":"Services and delivery","body":"Lawhive connects a client’s legal matter with an appropriate lawyer and manages the surrounding service experience. Its public offering spans everyday legal needs, including conveyancing, with an enquiry and quotation process designed to explain the scope before work begins. The operating model brings together a technology platform and an SRA-regulated law firm. Lawhive Labs develops AI for legal work such as reviewing case information, preparing documents and organizing the next actions for the lawyer. The client-facing service combines those systems with lawyer judgment and a support team. It is intended for people and businesses seeking legal help, rather than legal departments purchasing a research tool alone. Pricing varies by matter and can use a fixed fee or an hourly arrangement; Lawhive describes explaining the basis of the charge during the instruction process.","sourceUrl":"https://lawhive.co.uk/","group":"offerings","reviewedAt":"2026-10-21","evidenceStatus":"company-reported"}],"claims":[]},{"id":"fit","title":"Clients & use cases","short":"Clients","passages":[],"claims":[]},{"id":"commercial","title":"Pricing & engagement","short":"Pricing","passages":[],"claims":[]},{"id":"technology","title":"Technology & delivery","short":"Technology","passages":[],"claims":[]},{"id":"evidence","title":"Evidence","short":"Evidence","passages":[],"claims":[]},{"id":"company","title":"Company","short":"Company","passages":[],"claims":[]}],"missing":["Customer segments and service coverage","Current pricing and contract terms","Security controls, data retention and model-training terms","Supported client systems and delivery responsibilities"],"facts":{"workType":"Legal services","headquarters":null,"founded":null,"teamSize":null,"stage":null,"funding":{"value":"Over $100 million (company-reported total)","sourceUrl":"https://lawhive.co.uk/about-us","sourceLabel":"Official company website","reviewedAt":"2026-10-21"}},"claims":[]},"presentation":[{"id":"offerings","title":"What Lawhive does","paragraphs":["Lawhive connects a client’s legal matter with an appropriate lawyer and manages the surrounding service experience. Its offering spans everyday legal needs, including conveyancing, with an enquiry and quotation process designed to explain the scope before work begins.","The operating model brings together a technology platform and an SRA-regulated law firm. Lawhive Labs develops AI for legal work such as reviewing case information, preparing documents and organizing the next actions for the lawyer. The client-facing service combines those systems with lawyer judgment and a support team.","It is intended for people and businesses seeking legal help, rather than legal departments purchasing a research tool alone. Pricing varies by matter and can use a fixed fee or an hourly arrangement; Lawhive describes explaining the basis of the charge during the instruction process."],"tags":["Legal services","Lawyer matching","Case intake","Conveyancing","Document preparation","Case management","Lawyer oversight","Client support","Matter quotations","Proprietary legal AI"]},{"id":"differentiation","title":"Differentiation","paragraphs":[],"comparisons":[{"title":"Compared with a lawyer directory","description":"Lawhive combines finding legal help with intake, case support and the delivery infrastructure behind the matter. The relationship continues after a lawyer is identified."},{"title":"Compared with legal AI software","description":"The client obtains legal services through lawyers using the technology. 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Lawhive Labs develops AI for legal work such as reviewing case information, preparing documents and organizing the next actions for the lawyer. The client-facing service combines those systems with lawyer judgment and a support team. It is intended for people and businesses seeking legal help, rather than legal departments purchasing a research tool alone. 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Norm Law’s public matters illustrate the boundary: the firm identifies the client, transaction and lawyers responsible for the work, while the technology supports how the engagement is carried out.","website":"https://www.normlaw.com/?utm_source=ai-native-index&utm_medium=referral&utm_campaign=outbound","sourceReviewed":"2026-10-21","details":{"workType":"Legal services","headquarters":null,"founded":null,"teamSize":null,"stage":null,"funding":null},"updates":{"checkedAt":"2026-10-21","news":[{"title":"Norm Law represents Coatue in Cadence’s Series C financing","url":"https://www.normlaw.com/news/norm-law-represents-coatue-in-cadence-solutions-inc-s-series-c-financing","date":"2026-08-20","observedAt":"2026-10-21","publisher":"Norm Law · Official announcement","type":"Client work"}],"jobs":[]},"founders":null,"backers":null,"sources":[{"title":"Services and delivery","summary":"Norm Law advises on private credit, private equity, venture capital, private and registered funds, technology transactions, finance and related regulatory work. 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Norm Law’s public matters illustrate the boundary: the firm identifies the client, transaction and lawyers responsible for the work, while the technology supports how the engagement is carried out.","reviewedAt":"2026-10-21","evidenceStatus":"company-reported","url":"https://www.normlaw.com/?utm_source=ai-native-index&utm_medium=referral&utm_campaign=outbound"}]},{"name":"GrowthX","profile":"https://ai-native-index-black.vercel.app/companies/growthx","industry":"Marketing","type":"Service firm","category":"marketing","operatingModel":"AI-led hybrid","profileResearch":{"sections":[{"id":"offerings","title":"Services & capabilities","short":"Services","passages":[{"title":"Services and delivery","body":"GrowthX helps teams decide which questions their content should answer, then move those priorities into briefs, drafts and published pages. The platform uses company context, product information and a writing profile so production reflects the customer’s business rather than treating every assignment as an isolated prompt. Its workflow maps a question universe using SEO, AEO and competitor information. Teams shortlist opportunities, prepare briefs, review drafts and feed editorial feedback into subsequent work. A coverage check evaluates whether a draft answers its intended question before the content moves to the CMS. Measurement connects the publishing program to search performance and AI visibility. GrowthX describes tracking brand mentions, cited sources and competitor visibility alongside page-level insights. 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The work can include editorial content, programmatic pages and the technical foundations needed for those pages to be discovered. Its public case studies describe research, production workflows and review processes shaped around each customer’s product and audience. AI visibility is treated alongside established SEO fundamentals. Daydream is intended for businesses that need an execution partner as well as a strategy. A dedicated team helps select priorities, review content and assess results. 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The system and the operating capacity are designed to work together rather than requiring the agency to coordinate a disconnected outsourcing arrangement. The current public offering is an agency-operations service and platform. It should be described on that basis, rather than treated only as an acquisition group or an insurer issuing the customer’s policy.","reviewedAt":"2026-10-21","evidenceStatus":"company-reported","url":"https://www.covu.com/?utm_source=ai-native-index&utm_medium=referral&utm_campaign=outbound"}]},{"name":"Crescendo","profile":"https://ai-native-index-black.vercel.app/companies/crescendo","industry":"Sales and support","type":"Service firm","category":"customer-support","operatingModel":"AI-led hybrid","profileResearch":{"sections":[{"id":"offerings","title":"Services & capabilities","short":"Services","passages":[{"title":"Services and delivery","body":"Crescendo’s platform brings together AI service agents, assistance for human staff, quality analysis and customer insights. It is designed to handle interactions across channels while giving people responsibility for outcomes and higher-judgment work. 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Its combination of software and operating support is relevant to businesses looking to redesign a support function while retaining human governance over service quality and escalation."],"tags":["AI-native CX","Customer-service agents","Voice support","Chat support","Email support","Agent assistance","Quality analysis","Customer insights","Knowledge workflows","Support integrations","Human governance"]},{"id":"differentiation","title":"Differentiation","paragraphs":[],"comparisons":[{"title":"Compared with a standalone chatbot","description":"Crescendo connects service automation to assistance, quality analysis and the systems behind customer requests, rather than optimizing only the first response."},{"title":"Compared with a conventional outsourced support team","description":"Its operating model combines an AI platform with deployment and delivery expertise. 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Decade’s public site describes an invitation-based trial and ongoing guidance, with the human and AI components sharing the same view of the client’s circumstances."],"tags":["Wealth management","Human advisers","Portfolio analysis","Asset consolidation","Open Finance","Cash-flow visibility","Fee analysis","Financial planning","Market monitoring","Financial context"]},{"id":"differentiation","title":"Differentiation","paragraphs":[],"comparisons":[{"title":"Compared with a portfolio tracker","description":"Decade combines the consolidated financial view with analysis and human guidance, rather than only displaying balances and performance."},{"title":"Compared with automated trading","description":"Its stated model centers on financial understanding, planning and advice. 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The operating model therefore combines software access and a medical service; the AI interaction alone is distinct from the doctor’s assessment and treatment."],"tags":["AI health intake","Licensed clinicians","Urgent care","Primary care","Symptom history","Video visits","Prescription requests","Doctor’s notes","Patient context","Free AI chat"]},{"id":"differentiation","title":"Differentiation","paragraphs":[],"comparisons":[{"title":"Compared with a symptom checker","description":"Doctronic offers a route from the initial AI interaction to a clinician who can provide medical care within the service’s scope."},{"title":"Compared with appointment-only telehealth","description":"The AI intake is available before the doctor visit and carries the patient’s context forward into the clinical interaction."}]},{"id":"commercial","title":"Pricing","paragraphs":[],"prices":[{"label":"AI chat","price":"Free","detail":"Published access to the AI interface."},{"label":"Self-pay clinician visit","price":"$39 / visit","detail":"Published pay-per-visit option without a required subscription."}]}],"description":"AI health information connected to physician telehealth services.","overview":"Doctronic’s AI intake gathers symptoms and context before a person speaks with a doctor. 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The operating model therefore combines software access and a medical service; the AI interaction alone is distinct from the doctor’s assessment and treatment.","website":"https://www.doctronic.ai/?utm_source=ai-native-index&utm_medium=referral&utm_campaign=outbound","sourceReviewed":"2026-10-21","details":{"workType":"Service delivery","headquarters":null,"founded":null,"teamSize":null,"stage":null,"funding":null},"updates":{"news":[],"checkedAt":"2026-10-21","careersUrl":"https://jobs.ashbyhq.com/doctronic","jobsSourceUrl":"https://api.ashbyhq.com/posting-api/job-board/doctronic","jobs":[{"title":"Senior AI Engineer","location":"New York City","url":"https://jobs.ashbyhq.com/doctronic/a1f7662b-af9c-4705-b168-9ca12c3854ce","observedAt":"2026-10-21","publishedAt":"2026-07-17T23:44:09.747+00:00","updatedAt":"2026-10-21"},{"title":"Senior Clinical Context 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The operating model therefore combines software access and a medical service; the AI interaction alone is distinct from the doctor’s assessment and treatment.","reviewedAt":"2026-10-21","evidenceStatus":"company-reported","url":"https://www.doctronic.ai/?utm_source=ai-native-index&utm_medium=referral&utm_campaign=outbound"}]},{"name":"Duely","profile":"https://ai-native-index-black.vercel.app/companies/duely","industry":"Law","type":"Service firm","category":"legal","operatingModel":"AI-led hybrid","profileResearch":{"sections":[{"id":"offerings","title":"Services & capabilities","short":"Services","passages":[{"title":"Services and delivery","body":"Duely supports transactions from preparing a data room through diligence and transaction documents. Its team can organize the room, create a consistent index and naming structure, identify gaps and prepare the legal analysis needed for the deal. Clients instruct the team and provide the transaction context and data-room access. 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Standard single-entity work can be purchased as a bundle or separately, while heavier cross-border and multi-state matters are scoped through consultation."],"tags":["Company formation","Registered agent","Bookkeeping","Monthly close","Tax returns","Sales-tax nexus","Payroll tax","1099s","Financial reporting","Cross-border filings","Runway forecasts"]},{"id":"differentiation","title":"Differentiation","paragraphs":[],"comparisons":[{"title":"A coordinated finance service","description":"Formation, books and tax filings sit in one delivery relationship, with the same financial records feeding recurring reports and year-end work."},{"title":"Accountant responsibility","description":"AI prepares and processes records, while CPAs review and sign returns. Clients engage Acorn 9 to carry out the accounting work rather than staffing a bookkeeping application themselves."}]},{"id":"commercial","title":"Pricing","paragraphs":["Published service fees in USD for standard cases. State and third-party costs are additional; complex cases are quoted separately."],"prices":[{"label":"Starter","price":"$349 / year","detail":"Formation, EIN, bank-account guidance, business address and registered-agent service."},{"label":"Tax & Compliance","price":"$1,999 / year","detail":"Starter plus formation documents, annual compliance and one CPA-signed annual tax return."},{"label":"Full Business-in-a-Box","price":"$3,999 / year","detail":"Adds standard managed bookkeeping, financial statements and quarterly estimated taxes."},{"label":"Standalone bookkeeping","price":"From $189 / month","detail":"Up to $25,000 in monthly expenses; higher published tiers are $249 and $349 per month."},{"label":"Standalone tax return","price":"$1,500 / return","detail":"Federal and state return, prepared and signed by a CPA."},{"label":"Sales tax","price":"$150 / month","detail":"Nexus monitoring, registration and recurring filings."},{"label":"Payroll tax","price":"$350 / quarter","detail":"Quarterly federal and state payroll filings."}]}],"description":"AI-assisted tax, bookkeeping and company compliance for US businesses.","overview":"Acorn 9 handles US company formation, bookkeeping and tax compliance for founders and business owners. Its work includes LLC and C-corporation setup, EIN applications, registered-agent administration, annual reports and federal and state tax returns. Non-US founders and owners with multiple entities are part of its stated client base. The recurring accounting service covers cloud-ledger setup, bank and card reconciliation, monthly close, accruals, deferred revenue and 1099 preparation. Reporting can include profit and loss, balance sheets, runway forecasts and board or KPI packs. Sales-tax work connects nexus monitoring and state registrations with recurring returns; payroll-tax work covers quarterly filings and year-end documents. Clients connect existing records from accounting, banking and commerce systems. AI supports preparation, categorization and reconciliation; licensed CPAs review and sign tax returns. Standard single-entity work can be purchased as a bundle or separately, while heavier cross-border and multi-state matters are scoped through consultation.","website":"https://acorn9.com/?utm_source=ai-native-index&utm_medium=referral&utm_campaign=outbound","sourceReviewed":"2026-10-21","details":{"workType":"Accounting, tax & financial close","headquarters":null,"founded":null,"teamSize":null,"stage":null,"funding":null},"updates":null,"founders":null,"backers":null,"sources":[{"title":"Services and delivery","summary":"Acorn 9 handles US company formation, bookkeeping and tax compliance for founders and business owners. Its work includes LLC and C-corporation setup, EIN applications, registered-agent administration, annual reports and federal and state tax returns. Non-US founders and owners with multiple entities are part of its stated client base. The recurring accounting service covers cloud-ledger setup, bank and card reconciliation, monthly close, accruals, deferred revenue and 1099 preparation. Reporting can include profit and loss, balance sheets, runway forecasts and board or KPI packs. Sales-tax work connects nexus monitoring and state registrations with recurring returns; payroll-tax work covers quarterly filings and year-end documents. Clients connect existing records from accounting, banking and commerce systems. AI supports preparation, categorization and reconciliation; licensed CPAs review and sign tax returns. Standard single-entity work can be purchased as a bundle or separately, while heavier cross-border and multi-state matters are scoped through consultation.","reviewedAt":"2026-10-21","evidenceStatus":"company-reported","url":"https://acorn9.com/?utm_source=ai-native-index&utm_medium=referral&utm_campaign=outbound"}]},{"name":"Adjusto","profile":"https://ai-native-index-black.vercel.app/companies/adjusto","industry":"Finance","type":"Service firm","category":"insurance","operatingModel":"Service firm","profileResearch":{"sections":[{"id":"offerings","title":"Services & capabilities","short":"Services","passages":[{"title":"Services and delivery","body":"Adjusto supports the personal-property portion of insurance claims: identifying lost or damaged items, matching replacement products, preparing valuations and organizing the evidence for review. Carriers can use its software with their own adjusters or delegate work to Adjusto’s contents-claims services. Its intake accepts video, mobile-app submissions, spreadsheets and handwritten lists. The system converts that material into structured item data, supports like-kind-and-quality matching and produces reports that adjusters and policyholders can inspect. Claims information stays together rather than being rebuilt across separate lists and documents. The service layer includes remote desk and field support for carriers that need people to perform the work. Adjusters retain the review role around item matches, valuation and settlement decisions. This makes the same underlying technology available both as an in-house claims tool and as part of a managed claim-handling engagement.","sourceUrl":"https://www.adjusto.ai/","group":"offerings","reviewedAt":"2026-10-21","evidenceStatus":"company-reported"}],"claims":[]},{"id":"fit","title":"Clients & use cases","short":"Clients","passages":[],"claims":[]},{"id":"commercial","title":"Pricing & engagement","short":"Pricing","passages":[],"claims":[]},{"id":"technology","title":"Technology & delivery","short":"Technology","passages":[],"claims":[]},{"id":"evidence","title":"Evidence","short":"Evidence","passages":[],"claims":[]},{"id":"company","title":"Company","short":"Company","passages":[],"claims":[]}],"missing":["Customer segments and service coverage","Current pricing and contract terms","Security controls, data retention and model-training terms","Supported client systems and delivery responsibilities"],"facts":{"workType":"Insurance & claims","headquarters":null,"founded":null,"teamSize":null,"stage":null,"funding":null},"claims":[]},"presentation":[{"id":"offerings","title":"What Adjusto does","paragraphs":["Adjusto supports the personal-property portion of insurance claims: identifying lost or damaged items, matching replacement products, preparing valuations and organizing the evidence for review. Carriers can use its software with their own adjusters or delegate work to Adjusto’s contents-claims services.","Its intake accepts video, mobile-app submissions, spreadsheets and handwritten lists. The system converts that material into structured item data, supports like-kind-and-quality matching and produces reports that adjusters and policyholders can inspect. Claims information stays together rather than being rebuilt across separate lists and documents.","The service layer includes remote desk and field support for carriers that need people to perform the work. Adjusters retain the review role around item matches, valuation and settlement decisions. This makes the same underlying technology available both as an in-house claims tool and as part of a managed claim-handling engagement."],"tags":["Contents claims","Video intake","Item inventories","Replacement matching","Valuation","Claims reporting","Remote adjusting","Field services","TPA services"]},{"id":"differentiation","title":"Differentiation","paragraphs":[],"comparisons":[{"title":"Contents-specific intelligence","description":"The product is organized around item recognition, replacement matching and valuation, rather than general claim-note summarization."},{"title":"Software or delegated delivery","description":"Carriers can keep handling in-house or engage a claims team. The operational responsibility differs between those two choices even though they share the platform."}]}],"description":"Contents-claims software and managed adjusting services for insurers.","overview":"Adjusto supports the personal-property portion of insurance claims: identifying lost or damaged items, matching replacement products, preparing valuations and organizing the evidence for review. Carriers can use its software with their own adjusters or delegate work to Adjusto’s contents-claims services. Its intake accepts video, mobile-app submissions, spreadsheets and handwritten lists. The system converts that material into structured item data, supports like-kind-and-quality matching and produces reports that adjusters and policyholders can inspect. Claims information stays together rather than being rebuilt across separate lists and documents. The service layer includes remote desk and field support for carriers that need people to perform the work. Adjusters retain the review role around item matches, valuation and settlement decisions. This makes the same underlying technology available both as an in-house claims tool and as part of a managed claim-handling engagement.","website":"https://www.adjusto.ai/?utm_source=ai-native-index&utm_medium=referral&utm_campaign=outbound","sourceReviewed":"2026-10-21","details":{"workType":"Insurance & claims","headquarters":null,"founded":null,"teamSize":null,"stage":null,"funding":null},"updates":{"jobs":[],"news":[{"title":"Team One partners with Adjusto on contents-claims handling","publisher":"Adjusto","date":"2026-03-19","type":"Partnership","url":"https://www.adjusto.ai/press/team-one-partners-with-adjusto-to-modernize-contents-claims-handling-for-adjusters-and-carriers","image":"/news/adjusto-teamonepartnerswithadjustooncontentsclaimshandling.webp","imageSource":"https://framerusercontent.com/images/qyiW9M5cNAStv64VJLnsCNJvkxM.png?width=502&height=502","imageSourcePage":"https://www.adjusto.ai/press/team-one-partners-with-adjusto-to-modernize-contents-claims-handling-for-adjusters-and-carriers","imageReviewedAt":"2026-10-21"}],"checkedAt":"2026-10-21"},"founders":{"people":[{"name":"Michael Balarezo","role":"Founder & CEO","sourceUrl":"https://fnopodcast.libsyn.com/ep-292-michael-balarezo-founder-ceo-adjusto","image":"/people/adjusto-michaelbalarezo.webp","imageSource":"https://framerusercontent.com/images/o9UO4cTGSi2pulofWtN8ZhW71mc.png?width=1480&height=1000","imageSourcePage":"https://www.adjusto.ai/about-us","imageReviewedAt":"2026-10-21"},{"name":"Reid Greer","role":"Leadership team","image":"/people/adjusto-reidgreer.webp","imageSource":"https://framerusercontent.com/images/ZHCa1xNzsrwOcJu2YuEPkVRDPSY.png?width=1480&height=1000","imageSourcePage":"https://www.adjusto.ai/about-us","imageReviewedAt":"2026-10-21"},{"name":"James Terry","role":"Leadership team"}],"sourceUrl":"https://www.adjusto.ai/about-us","reviewedAt":"2026-10-21"},"backers":null,"sources":[{"title":"Services and delivery","summary":"Adjusto supports the personal-property portion of insurance claims: identifying lost or damaged items, matching replacement products, preparing valuations and organizing the evidence for review. Carriers can use its software with their own adjusters or delegate work to Adjusto’s contents-claims services. Its intake accepts video, mobile-app submissions, spreadsheets and handwritten lists. The system converts that material into structured item data, supports like-kind-and-quality matching and produces reports that adjusters and policyholders can inspect. Claims information stays together rather than being rebuilt across separate lists and documents. The service layer includes remote desk and field support for carriers that need people to perform the work. Adjusters retain the review role around item matches, valuation and settlement decisions. This makes the same underlying technology available both as an in-house claims tool and as part of a managed claim-handling engagement.","reviewedAt":"2026-10-21","evidenceStatus":"company-reported","url":"https://www.adjusto.ai/?utm_source=ai-native-index&utm_medium=referral&utm_campaign=outbound"}]},{"name":"Agentic CFO","profile":"https://ai-native-index-black.vercel.app/companies/agentic-cfo","industry":"Finance","type":"Service firm","category":"accounting","operatingModel":"Service firm","profileResearch":{"sections":[{"id":"offerings","title":"Services & capabilities","short":"Services","passages":[{"title":"Services and delivery","body":"Agentic CFO combines an accountant-led finance service with agents for recurring processing and reporting. Its published scope includes incorporation and corporate secretarial work, bookkeeping, payroll, tax, audit coordination and fractional financial leadership across Southeast and South Asian markets. Its named agents address specific finance tasks. The Month-End Close Agent reads Xero exports and updates connected budgeting, balance-sheet and reporting workbooks. A Reporting Agent prepares management packs from financial exports and narrative notes; a Debt Settlement Agent rolls forward aged-payable and creditor schedules. Custom work can cover revenue recognition, intercompany balances, commissions and project profitability. An engagement starts with discovery and a scope combining professional services and automation. Local accountants handle judgment, filings and relationships, while agents categorize transactions, reconcile records, flag anomalies and prepare reports for review. The service is aimed at businesses that need an operating finance function, including setup and continuing compliance, rather than only an analytics dashboard.","sourceUrl":"https://agenticcfo.com/","group":"offerings","reviewedAt":"2026-10-21","evidenceStatus":"company-reported"}],"claims":[]},{"id":"fit","title":"Clients & use cases","short":"Clients","passages":[],"claims":[]},{"id":"commercial","title":"Pricing & engagement","short":"Pricing","passages":[],"claims":[]},{"id":"technology","title":"Technology & delivery","short":"Technology","passages":[],"claims":[]},{"id":"evidence","title":"Evidence","short":"Evidence","passages":[],"claims":[]},{"id":"company","title":"Company","short":"Company","passages":[],"claims":[]}],"missing":["Customer segments and service coverage","Current pricing and contract terms","Security controls, data retention and model-training terms","Supported client systems and delivery responsibilities"],"facts":{"workType":"Accounting, tax & financial close","headquarters":{"value":"Singapore","sourceUrl":"https://agenticcfo.com/","sourceLabel":"Official company website","reviewedAt":"2026-10-19"},"founded":null,"teamSize":null,"stage":null,"funding":null},"claims":[]},"presentation":[{"id":"offerings","title":"What Agentic CFO does","paragraphs":["Agentic CFO combines an accountant-led finance service with agents for recurring processing and reporting. Its published scope includes incorporation and corporate secretarial work, bookkeeping, payroll, tax, audit coordination and fractional financial leadership across Southeast and South Asian markets.","Its named agents address specific finance tasks. The Month-End Close Agent reads Xero exports and updates connected budgeting, balance-sheet and reporting workbooks. A Reporting Agent prepares management packs from financial exports and narrative notes; a Debt Settlement Agent rolls forward aged-payable and creditor schedules. Custom work can cover revenue recognition, intercompany balances, commissions and project profitability.","An engagement starts with discovery and a scope combining professional services and automation. Local accountants handle judgment, filings and relationships, while agents categorize transactions, reconcile records, flag anomalies and prepare reports for review. The service is aimed at businesses that need an operating finance function, including setup and continuing compliance, rather than only an analytics dashboard."],"tags":["Company incorporation","Bookkeeping","Payroll","Tax","Month-end close","Management reporting","Debt schedules","Fractional CFO","Intercompany reconciliation","Custom finance agents"]},{"id":"differentiation","title":"Differentiation","paragraphs":[],"comparisons":[{"title":"Workflow-specific agents","description":"The company describes separate agents for close, management reporting and debt schedules, tied to the files and financial models used in the delivery process."},{"title":"Accountant-led execution","description":"Human professionals remain responsible for local compliance and financial judgment. Clients can combine conventional accounting services with automation at the workstream level."}]},{"id":"commercial","title":"Pricing","paragraphs":["The official site uses a country-and-service pricing calculator. Recurring monthly services and one-time setup work are priced separately."]},{"id":"company","title":"Company details","paragraphs":[]}],"description":"Accountant-led finance operations supported by AI agents across Asian markets.","overview":"Agentic CFO combines an accountant-led finance service with agents for recurring processing and reporting. Its published scope includes incorporation and corporate secretarial work, bookkeeping, payroll, tax, audit coordination and fractional financial leadership across Southeast and South Asian markets. Its named agents address specific finance tasks. The Month-End Close Agent reads Xero exports and updates connected budgeting, balance-sheet and reporting workbooks. A Reporting Agent prepares management packs from financial exports and narrative notes; a Debt Settlement Agent rolls forward aged-payable and creditor schedules. Custom work can cover revenue recognition, intercompany balances, commissions and project profitability. An engagement starts with discovery and a scope combining professional services and automation. Local accountants handle judgment, filings and relationships, while agents categorize transactions, reconcile records, flag anomalies and prepare reports for review. The service is aimed at businesses that need an operating finance function, including setup and continuing compliance, rather than only an analytics dashboard.","website":"https://agenticcfo.com/?utm_source=ai-native-index&utm_medium=referral&utm_campaign=outbound","sourceReviewed":"2026-10-21","details":{"workType":"Accounting, tax & financial close","headquarters":{"value":"Singapore","sourceUrl":"https://agenticcfo.com/","sourceLabel":"Official company website","reviewedAt":"2026-10-19"},"founded":null,"teamSize":null,"stage":null,"funding":null},"updates":null,"founders":null,"backers":null,"sources":[{"title":"Services and delivery","summary":"Agentic CFO combines an accountant-led finance service with agents for recurring processing and reporting. Its published scope includes incorporation and corporate secretarial work, bookkeeping, payroll, tax, audit coordination and fractional financial leadership across Southeast and South Asian markets. Its named agents address specific finance tasks. The Month-End Close Agent reads Xero exports and updates connected budgeting, balance-sheet and reporting workbooks. A Reporting Agent prepares management packs from financial exports and narrative notes; a Debt Settlement Agent rolls forward aged-payable and creditor schedules. Custom work can cover revenue recognition, intercompany balances, commissions and project profitability. An engagement starts with discovery and a scope combining professional services and automation. Local accountants handle judgment, filings and relationships, while agents categorize transactions, reconcile records, flag anomalies and prepare reports for review. The service is aimed at businesses that need an operating finance function, including setup and continuing compliance, rather than only an analytics dashboard.","reviewedAt":"2026-10-21","evidenceStatus":"company-reported","url":"https://agenticcfo.com/?utm_source=ai-native-index&utm_medium=referral&utm_campaign=outbound"}]},{"name":"AI Studio","profile":"https://ai-native-index-black.vercel.app/companies/ai-studio","industry":"Marketing","type":"Service firm","category":"creative","operatingModel":"AI-native service","profileResearch":{"sections":[{"id":"offerings","title":"Services & capabilities","short":"Services","passages":[{"title":"Services and delivery","body":"AI Studio is a Singapore agency delivering human-directed AI creative production, search visibility and custom development. Its creative work includes product and fashion imagery, video, campaign visuals and social content for brands in sectors such as beauty, food and beverage, fashion and e-commerce. Creative directors and producers turn a brief and brand assets into generated options, then review and refine the accepted outputs. Production can be commissioned for a specific project or an ongoing content plan. Its digital services also cover websites, social-media management and custom automation or integration work. The search practice combines SEO, answer-engine optimization and generative-engine optimization through the agency’s Triple-Engine Framework. That work connects content, entity facts and reporting, rather than treating a generated mention in an AI answer as a guaranteed outcome. AI Studio Pte Ltd was founded in 2024; founder Carol Tan’s earlier agency experience is separate from the company’s age.","sourceUrl":"https://aistudio.com.sg/","group":"offerings","reviewedAt":"2026-10-21","evidenceStatus":"company-reported"}],"claims":[]},{"id":"fit","title":"Clients & use cases","short":"Clients","passages":[],"claims":[]},{"id":"commercial","title":"Pricing & engagement","short":"Pricing","passages":[],"claims":[]},{"id":"technology","title":"Technology & delivery","short":"Technology","passages":[],"claims":[]},{"id":"evidence","title":"Evidence","short":"Evidence","passages":[],"claims":[]},{"id":"company","title":"Company","short":"Company","passages":[],"claims":[]}],"missing":["Customer segments and service coverage","Current pricing and contract terms","Security controls, data retention and model-training terms","Supported client systems and delivery responsibilities"],"facts":{"workType":"Creative production","headquarters":{"value":"Singapore","sourceUrl":"https://aistudio.com.sg/terms-of-service.html","sourceLabel":"Official company website","reviewedAt":"2026-10-19"},"founded":{"value":"2024","sourceUrl":"https://aistudio.com.sg/about.html","sourceLabel":"AI Studio · Company and founder","reviewedAt":"2026-10-21"},"teamSize":null,"stage":null,"funding":null},"claims":[]},"presentation":[{"id":"offerings","title":"What AI Studio does","paragraphs":["AI Studio is a Singapore agency delivering human-directed AI creative production, search visibility and custom development. Its creative work includes product and fashion imagery, video, campaign visuals and social content for brands in sectors such as beauty, food and beverage, fashion and e-commerce.","Creative directors and producers turn a brief and brand assets into generated options, then review and refine the accepted outputs. Production can be commissioned for a specific project or an ongoing content plan. Its digital services also cover websites, social-media management and custom automation or integration work.","The search practice combines SEO, answer-engine optimization and generative-engine optimization through the agency’s Triple-Engine Framework. That work connects content, entity facts and reporting, rather than treating a generated mention in an AI answer as a guaranteed outcome. AI Studio Pte Ltd was founded in 2024; founder Carol Tan’s earlier agency experience is separate from the company’s age."],"tags":["AI video","Product imagery","Fashion imagery","Campaign creative","Social content","SEO","AEO","GEO","Web development","Custom AI development"]},{"id":"differentiation","title":"Differentiation","paragraphs":[],"comparisons":[{"title":"A production team","description":"Clients commission finished assets and campaigns, with creative direction and accepted-output review, rather than buying access to a media-generation tool."},{"title":"Creative and search delivery","description":"The agency combines visual production with AI-search work and custom development, allowing a brief to span content assets and the systems used to publish or distribute them."}]},{"id":"commercial","title":"Pricing","paragraphs":["Projects and monthly retainers are scoped around the brief, deliverables and agreed asset volume."]},{"id":"company","title":"Company details","paragraphs":[]}],"description":"AI-native marketing, creative production and custom AI development.","overview":"AI Studio is a Singapore agency delivering human-directed AI creative production, search visibility and custom development. Its creative work includes product and fashion imagery, video, campaign visuals and social content for brands in sectors such as beauty, food and beverage, fashion and e-commerce. Creative directors and producers turn a brief and brand assets into generated options, then review and refine the accepted outputs. Production can be commissioned for a specific project or an ongoing content plan. Its digital services also cover websites, social-media management and custom automation or integration work. The search practice combines SEO, answer-engine optimization and generative-engine optimization through the agency’s Triple-Engine Framework. That work connects content, entity facts and reporting, rather than treating a generated mention in an AI answer as a guaranteed outcome. AI Studio Pte Ltd was founded in 2024; founder Carol Tan’s earlier agency experience is separate from the company’s age.","website":"https://aistudio.com.sg/?utm_source=ai-native-index&utm_medium=referral&utm_campaign=outbound","sourceReviewed":"2026-10-21","details":{"workType":"Creative production","headquarters":{"value":"Singapore","sourceUrl":"https://aistudio.com.sg/terms-of-service.html","sourceLabel":"Official company website","reviewedAt":"2026-10-19"},"founded":{"value":"2024","sourceUrl":"https://aistudio.com.sg/about.html","sourceLabel":"AI Studio · Company and founder","reviewedAt":"2026-10-21"},"teamSize":null,"stage":null,"funding":null},"updates":null,"founders":{"people":[{"name":"Carol Tan","role":"Founder"}],"sourceUrl":"https://aistudio.com.sg/about.html","reviewedAt":"2026-10-21"},"backers":null,"sources":[{"title":"Services and delivery","summary":"AI Studio is a Singapore agency delivering human-directed AI creative production, search visibility and custom development. Its creative work includes product and fashion imagery, video, campaign visuals and social content for brands in sectors such as beauty, food and beverage, fashion and e-commerce. Creative directors and producers turn a brief and brand assets into generated options, then review and refine the accepted outputs. Production can be commissioned for a specific project or an ongoing content plan. Its digital services also cover websites, social-media management and custom automation or integration work. The search practice combines SEO, answer-engine optimization and generative-engine optimization through the agency’s Triple-Engine Framework. That work connects content, entity facts and reporting, rather than treating a generated mention in an AI answer as a guaranteed outcome. AI Studio Pte Ltd was founded in 2024; founder Carol Tan’s earlier agency experience is separate from the company’s age.","reviewedAt":"2026-10-21","evidenceStatus":"company-reported","url":"https://aistudio.com.sg/?utm_source=ai-native-index&utm_medium=referral&utm_campaign=outbound"}]},{"name":"AIHSYS","profile":"https://ai-native-index-black.vercel.app/companies/aihsys","industry":"Technology","type":"Service firm","category":"managed-it","operatingModel":"Service firm","profileResearch":{"sections":[{"id":"offerings","title":"Services & capabilities","short":"Services","passages":[{"title":"Services and delivery","body":"AIHSYS provides managed IT, cyber security, cloud and engineering services around its Mycelium operating system. Its published model connects service-desk work, endpoint care and monitoring with governance over agents and operational changes. Cloud work spans assessment, migration, modernization and cost control across major platforms. Security services combine an agentic SOC and managed detection with analysts, while engineering work addresses integrations, DevOps and data pipelines between business systems. The team can provide advisory, implementation and continuing managed operation, including co-managed support alongside an internal IT team. Mycelium is the shared operational layer, while professionals own service decisions and the work that requires direct intervention.","sourceUrl":"https://aihsys.com/managed-it","group":"offerings","reviewedAt":"2026-10-21","evidenceStatus":"company-reported"}],"claims":[]},{"id":"fit","title":"Clients & use cases","short":"Clients","passages":[],"claims":[]},{"id":"commercial","title":"Pricing & engagement","short":"Pricing","passages":[],"claims":[]},{"id":"technology","title":"Technology & delivery","short":"Technology","passages":[],"claims":[]},{"id":"evidence","title":"Evidence","short":"Evidence","passages":[],"claims":[]},{"id":"company","title":"Company","short":"Company","passages":[],"claims":[]}],"missing":["Customer segments and service coverage","Current pricing and contract terms","Security controls, data retention and model-training terms","Supported client systems and delivery responsibilities"],"facts":{"workType":"IT operations & security","headquarters":{"value":"The Woodlands, Texas, United States","sourceUrl":"https://aihsys.com/who-we-are","sourceLabel":"Aihsys · Official company disclosure","reviewedAt":"2026-10-19"},"founded":null,"teamSize":null,"stage":null,"funding":null},"claims":[]},"presentation":[{"id":"offerings","title":"What AIHSYS does","paragraphs":["AIHSYS provides managed IT, cyber security, cloud and engineering services around its Mycelium operating system. Its published model connects service-desk work, endpoint care and monitoring with governance over agents and operational changes.","Cloud work spans assessment, migration, modernization and cost control across major platforms. Security services combine an agentic SOC and managed detection with analysts, while engineering work addresses integrations, DevOps and data pipelines between business systems.","The team can provide advisory, implementation and continuing managed operation, including co-managed support alongside an internal IT team. Mycelium is the shared operational layer, while professionals own service decisions and the work that requires direct intervention."],"tags":["Managed IT","Service desk","Endpoint care","Agentic SOC","Managed detection","Cloud migration","Cloud governance","Platform engineering","Mycelium"]},{"id":"differentiation","title":"Differentiation","paragraphs":[],"comparisons":[{"title":"Shared operating system","description":"IT, security, cloud and engineering workflows are connected through Mycelium rather than delivered as unrelated tool deployments."},{"title":"Run as well as build","description":"The engagement can include continuing monitoring and support after implementation, keeping delivery responsibility with the provider."}]},{"id":"company","title":"Company details","paragraphs":[]}],"description":"AI-native managed IT, security and cloud operations through a shared control system.","overview":"AIHSYS provides managed IT, cyber security, cloud and engineering services around its Mycelium operating system. Its published model connects service-desk work, endpoint care and monitoring with governance over agents and operational changes. Cloud work spans assessment, migration, modernization and cost control across major platforms. Security services combine an agentic SOC and managed detection with analysts, while engineering work addresses integrations, DevOps and data pipelines between business systems. The team can provide advisory, implementation and continuing managed operation, including co-managed support alongside an internal IT team. Mycelium is the shared operational layer, while professionals own service decisions and the work that requires direct intervention.","website":"https://aihsys.com/managed-it?utm_source=ai-native-index&utm_medium=referral&utm_campaign=outbound","sourceReviewed":"2026-10-21","details":{"workType":"IT operations & security","headquarters":{"value":"The Woodlands, Texas, United States","sourceUrl":"https://aihsys.com/who-we-are","sourceLabel":"Aihsys · Official company disclosure","reviewedAt":"2026-10-19"},"founded":null,"teamSize":null,"stage":null,"funding":null},"updates":null,"founders":{"people":[{"name":"Steven Parker","role":"Chief Executive Officer"}],"sourceUrl":"https://aihsys.com/who-we-are.html#leaders","reviewedAt":"2026-10-21"},"backers":null,"sources":[{"title":"Services and delivery","summary":"AIHSYS provides managed IT, cyber security, cloud and engineering services around its Mycelium operating system. Its published model connects service-desk work, endpoint care and monitoring with governance over agents and operational changes. Cloud work spans assessment, migration, modernization and cost control across major platforms. Security services combine an agentic SOC and managed detection with analysts, while engineering work addresses integrations, DevOps and data pipelines between business systems. The team can provide advisory, implementation and continuing managed operation, including co-managed support alongside an internal IT team. Mycelium is the shared operational layer, while professionals own service decisions and the work that requires direct intervention.","reviewedAt":"2026-10-21","evidenceStatus":"company-reported","url":"https://aihsys.com/managed-it?utm_source=ai-native-index&utm_medium=referral&utm_campaign=outbound"}]},{"name":"Aircounsel","profile":"https://ai-native-index-black.vercel.app/companies/aircounsel","industry":"Law","type":"Service firm","category":"legal","operatingModel":"Service firm","profileResearch":{"sections":[{"id":"offerings","title":"Services & capabilities","short":"Services","passages":[{"title":"Services and delivery","body":"Aircounsel operates a startup legal practice and a separate legal-engineering service for firms and in-house teams. Startup counsel covers commercial agreements, privacy and HR policies, employee equity, fundraising documents and ongoing questions from founders and operators. Clients retain a monthly bank of counsel hours and communicate directly through Slack or WhatsApp. Unused hours roll over within a defined period, while overages use an agreed hourly rate. The firm’s published scope includes NDAs, MSAs, SaaS and vendor contracts, employment agreements, term sheets and shareholder agreements, with support through a financing round. Its own practice uses engineered drafting and review workflows, legal playbooks and quality checks built on the Claude Code stack. Lawyers handle advice, judgment and negotiation. The engineering service brings that infrastructure to other legal teams through embedded engineers, governance, adoption and training, rather than asking those teams to assemble ad-hoc prompts themselves.","sourceUrl":"https://aircounsel.ai/","group":"offerings","reviewedAt":"2026-10-21","evidenceStatus":"company-reported"}],"claims":[]},{"id":"fit","title":"Clients & use cases","short":"Clients","passages":[],"claims":[]},{"id":"commercial","title":"Pricing & engagement","short":"Pricing","passages":[],"claims":[]},{"id":"technology","title":"Technology & delivery","short":"Technology","passages":[],"claims":[]},{"id":"evidence","title":"Evidence","short":"Evidence","passages":[],"claims":[]},{"id":"company","title":"Company","short":"Company","passages":[],"claims":[]}],"missing":["Customer segments and service coverage","Current pricing and contract terms","Security controls, data retention and model-training terms","Supported client systems and delivery responsibilities"],"facts":{"workType":"Legal services","headquarters":null,"founded":null,"teamSize":null,"stage":null,"funding":null},"claims":[]},"presentation":[{"id":"offerings","title":"What Aircounsel does","paragraphs":["Aircounsel operates a startup legal practice and a separate legal-engineering service for firms and in-house teams. Startup counsel covers commercial agreements, privacy and HR policies, employee equity, fundraising documents and ongoing questions from founders and operators.","Clients retain a monthly bank of counsel hours and communicate directly through Slack or WhatsApp. Unused hours roll over within a defined period, while overages use an agreed hourly rate. The firm’s published scope includes NDAs, MSAs, SaaS and vendor contracts, employment agreements, term sheets and shareholder agreements, with support through a financing round.","Its own practice uses engineered drafting and review workflows, legal playbooks and quality checks built on the Claude Code stack. Lawyers handle advice, judgment and negotiation. The engineering service brings that infrastructure to other legal teams through embedded engineers, governance, adoption and training, rather than asking those teams to assemble ad-hoc prompts themselves."],"tags":["AI-native law firm","Startup counsel","Commercial contracts","Privacy policies","Employment","Equity plans","Fundraising","Shareholder agreements","Legal engineering","Contract playbooks","AI governance"]},{"id":"differentiation","title":"Differentiation","paragraphs":[],"comparisons":[{"title":"A practice and an engineering partner","description":"The startup practice uses the same kind of infrastructure that Aircounsel builds for client legal teams, connecting operational legal delivery with implementation work."},{"title":"Counsel instead of software access","description":"Startup clients retain lawyers to handle their matters. Firms engaging the engineering team instead receive workflows and capabilities for their own practice."}]},{"id":"commercial","title":"Pricing","paragraphs":["Monthly counsel-hours retainer, with a defined rollover period for unused hours and an agreed hourly rate for overages. Retainer amounts are discussed during the introductory call."]}],"description":"An AI-native legal practice and legal-engineering partner for other teams.","overview":"Aircounsel operates a startup legal practice and a separate legal-engineering service for firms and in-house teams. Startup counsel covers commercial agreements, privacy and HR policies, employee equity, fundraising documents and ongoing questions from founders and operators. Clients retain a monthly bank of counsel hours and communicate directly through Slack or WhatsApp. Unused hours roll over within a defined period, while overages use an agreed hourly rate. The firm’s published scope includes NDAs, MSAs, SaaS and vendor contracts, employment agreements, term sheets and shareholder agreements, with support through a financing round. Its own practice uses engineered drafting and review workflows, legal playbooks and quality checks built on the Claude Code stack. Lawyers handle advice, judgment and negotiation. The engineering service brings that infrastructure to other legal teams through embedded engineers, governance, adoption and training, rather than asking those teams to assemble ad-hoc prompts themselves.","website":"https://aircounsel.ai/?utm_source=ai-native-index&utm_medium=referral&utm_campaign=outbound","sourceReviewed":"2026-10-21","details":{"workType":"Legal services","headquarters":null,"founded":null,"teamSize":null,"stage":null,"funding":null},"updates":{"news":[],"checkedAt":"2026-10-21","careersUrl":"https://aircounsel.ai/careers","jobsSourceUrl":"https://aircounsel.ai/careers","jobs":[{"title":"Commercial Lawyer","location":"Remote · India · Freelance / Revenue Share","url":"https://aircounsel.ai/careers","updatedAt":"2026-10-21","observedAt":"2026-10-21"}]},"founders":{"people":[{"name":"Shreya Poddar","role":"Founder"}],"sourceUrl":"https://aircounsel.ai/about","reviewedAt":"2026-10-21"},"backers":null,"sources":[{"title":"Services and delivery","summary":"Aircounsel operates a startup legal practice and a separate legal-engineering service for firms and in-house teams. Startup counsel covers commercial agreements, privacy and HR policies, employee equity, fundraising documents and ongoing questions from founders and operators. Clients retain a monthly bank of counsel hours and communicate directly through Slack or WhatsApp. Unused hours roll over within a defined period, while overages use an agreed hourly rate. The firm’s published scope includes NDAs, MSAs, SaaS and vendor contracts, employment agreements, term sheets and shareholder agreements, with support through a financing round. Its own practice uses engineered drafting and review workflows, legal playbooks and quality checks built on the Claude Code stack. Lawyers handle advice, judgment and negotiation. The engineering service brings that infrastructure to other legal teams through embedded engineers, governance, adoption and training, rather than asking those teams to assemble ad-hoc prompts themselves.","reviewedAt":"2026-10-21","evidenceStatus":"company-reported","url":"https://aircounsel.ai/?utm_source=ai-native-index&utm_medium=referral&utm_campaign=outbound"}]},{"name":"arqa","profile":"https://ai-native-index-black.vercel.app/companies/arqa","industry":"Finance","type":"Software","category":"accounting","operatingModel":"AI software","profileResearch":{"sections":[{"id":"offerings","title":"Services & capabilities","short":"Services","passages":[{"title":"Services and delivery","body":"Arqa supports Kazakhstan accounting workflows through an information portal, an AI assistant and tools for accounting-service teams. The portal provides tax and payroll calculators, explanations and templates linked to source legislation. Its agency product connects with 1C and customer WhatsApp requests, turning messages into tasks and organizing client work in a shared CRM. Document processing covers batches such as invoices, reconciliation statements, bank records and other accounting inputs. Implementation can be adjusted around the accounting agency’s database, tax calendar and recurring client processes. That product is distinct from an accounting firm taking over a business’s regulated filings: the agency or accounting team operates the work using the supporting system.","sourceUrl":"https://arqabuh.kz/","group":"offerings","reviewedAt":"2026-10-21","evidenceStatus":"company-reported"}],"claims":[]},{"id":"fit","title":"Clients & use cases","short":"Clients","passages":[],"claims":[]},{"id":"commercial","title":"Pricing & engagement","short":"Pricing","passages":[],"claims":[]},{"id":"technology","title":"Technology & delivery","short":"Technology","passages":[],"claims":[]},{"id":"evidence","title":"Evidence","short":"Evidence","passages":[],"claims":[]},{"id":"company","title":"Company","short":"Company","passages":[],"claims":[]}],"missing":["Customer segments and service coverage","Current pricing and contract terms","Security controls, data retention and model-training terms","Plan-specific integrations and deployment"],"facts":{"workType":"Accounting, tax & financial close","headquarters":null,"founded":null,"teamSize":null,"stage":null,"funding":null},"claims":[]},"presentation":[{"id":"offerings","title":"What arqa does","paragraphs":["Arqa supports Kazakhstan accounting workflows through an information portal, an AI assistant and tools for accounting-service teams. The portal provides tax and payroll calculators, explanations and templates linked to source legislation.","Its agency product connects with 1C and customer WhatsApp requests, turning messages into tasks and organizing client work in a shared CRM. Document processing covers batches such as invoices, reconciliation statements, bank records and other accounting inputs.","Implementation can be adjusted around the accounting agency’s database, tax calendar and recurring client processes. That product is distinct from an accounting firm taking over a business’s regulated filings: the agency or accounting team operates the work using the supporting system."],"tags":["Kazakhstan accounting","Tax guidance","Payroll calculators","Accounting assistant","1C integration","WhatsApp intake","Client tasks","Document imports","Tax calendar"]},{"id":"differentiation","title":"Differentiation","paragraphs":[],"comparisons":[{"title":"Two connected product surfaces","description":"The public tax-information portal and the agency workflow product serve different needs rather than establishing a single outsourced bookkeeping service."},{"title":"Within the accountant’s systems","description":"WhatsApp intake, document imports and 1C context support an existing accounting team instead of replacing its professional role."}]}],"description":"AI-supported accounting and tax guidance for Kazakhstan.","overview":"Arqa supports Kazakhstan accounting workflows through an information portal, an AI assistant and tools for accounting-service teams. The portal provides tax and payroll calculators, explanations and templates linked to source legislation. Its agency product connects with 1C and customer WhatsApp requests, turning messages into tasks and organizing client work in a shared CRM. Document processing covers batches such as invoices, reconciliation statements, bank records and other accounting inputs. Implementation can be adjusted around the accounting agency’s database, tax calendar and recurring client processes. That product is distinct from an accounting firm taking over a business’s regulated filings: the agency or accounting team operates the work using the supporting system.","website":"https://arqabuh.kz/?utm_source=ai-native-index&utm_medium=referral&utm_campaign=outbound","sourceReviewed":"2026-10-21","details":{"workType":"Accounting, tax & financial close","headquarters":null,"founded":null,"teamSize":null,"stage":null,"funding":null},"updates":null,"founders":{"people":[{"name":"Айгерим Бекова","role":"Tax consultant & practising accountant"},{"name":"Даурен Турсунов","role":"Tax accounting & reporting specialist"}],"sourceUrl":"https://arqabuh.kz/about","reviewedAt":"2026-10-21"},"backers":null,"sources":[{"title":"Services and delivery","summary":"Arqa supports Kazakhstan accounting workflows through an information portal, an AI assistant and tools for accounting-service teams. The portal provides tax and payroll calculators, explanations and templates linked to source legislation. Its agency product connects with 1C and customer WhatsApp requests, turning messages into tasks and organizing client work in a shared CRM. Document processing covers batches such as invoices, reconciliation statements, bank records and other accounting inputs. Implementation can be adjusted around the accounting agency’s database, tax calendar and recurring client processes. That product is distinct from an accounting firm taking over a business’s regulated filings: the agency or accounting team operates the work using the supporting system.","reviewedAt":"2026-10-21","evidenceStatus":"company-reported","url":"https://arqabuh.kz/?utm_source=ai-native-index&utm_medium=referral&utm_campaign=outbound"}]},{"name":"Artificer Legal","profile":"https://ai-native-index-black.vercel.app/companies/artificer-legal","industry":"Law","type":"Service firm","category":"legal","operatingModel":"AI-native service","profileResearch":{"sections":[{"id":"offerings","title":"Services & capabilities","short":"Services","passages":[{"title":"Services and delivery","body":"Artificer Legal is an Australian legal practice combining commercial technology advice, regulatory work and legal engineering. It serves software, cyber-security, space, clean-energy and other emerging industries, with matters spanning contracting, compliance, financing and disputes. Technology work includes digital contracting, privacy and cyber preparedness, AI governance and regulatory advice. Its space practice covers launch facilities, permits and related document preparation. Financing work spans loan and equity documentation, grants and investor-relations support, keeping those client services separate from any claim about Artificer’s own financing. The practice combines lawyers’ technical understanding with agentic workflows for research, evidence production, document review and timelines. It can also help clients implement compliance systems rather than relying only on repeated manual legal work. One-off matters use a scoped statement of work; OnDemand provides a recurring arrangement for needs such as contract reviews, tenders, regulatory questions and board preparation.","sourceUrl":"https://artificer.legal/","group":"offerings","reviewedAt":"2026-10-21","evidenceStatus":"company-reported"}],"claims":[]},{"id":"fit","title":"Clients & use cases","short":"Clients","passages":[],"claims":[]},{"id":"commercial","title":"Pricing & engagement","short":"Pricing","passages":[],"claims":[]},{"id":"technology","title":"Technology & delivery","short":"Technology","passages":[],"claims":[]},{"id":"evidence","title":"Evidence","short":"Evidence","passages":[],"claims":[]},{"id":"company","title":"Company","short":"Company","passages":[],"claims":[]}],"missing":["Customer segments and service coverage","Current pricing and contract terms","Security controls, data retention and model-training terms","Supported client systems and delivery responsibilities"],"facts":{"workType":"Legal services","headquarters":null,"founded":null,"teamSize":null,"stage":null,"funding":null},"claims":[]},"presentation":[{"id":"offerings","title":"What Artificer Legal does","paragraphs":["Artificer Legal is an Australian legal practice combining commercial technology advice, regulatory work and legal engineering. It serves software, cyber-security, space, clean-energy and other emerging industries, with matters spanning contracting, compliance, financing and disputes.","Technology work includes digital contracting, privacy and cyber preparedness, AI governance and regulatory advice. Its space practice covers launch facilities, permits and related document preparation. Financing work spans loan and equity documentation, grants and investor-relations support, keeping those client services separate from any claim about Artificer’s own financing.","The practice combines lawyers’ technical understanding with agentic workflows for research, evidence production, document review and timelines. It can also help clients implement compliance systems rather than relying only on repeated manual legal work. One-off matters use a scoped statement of work; OnDemand provides a recurring arrangement for needs such as contract reviews, tenders, regulatory questions and board preparation."],"tags":["AI-native law firm","Commercial technology","Digital contracts","Privacy","Cyber preparedness","AI governance","Space regulation","Financing documents","Grant applications","Evidence review","Legal engineering"]},{"id":"differentiation","title":"Differentiation","paragraphs":[],"comparisons":[{"title":"Legal and technical delivery","description":"Artificer combines a law practice with technology-consulting capabilities, so an engagement can include the legal instruments and the system or process that carries them out."},{"title":"Recurring or scoped work","description":"Clients can commission a matter with a statement of work or use OnDemand for recurring legal needs. The practice delivers the work rather than supplying only drafting software."}]},{"id":"commercial","title":"Pricing","paragraphs":["Individual matters are scoped in an online statement of work with an estimate. OnDemand is offered as a recurring monthly-fee service; initial digital consultations are free."]}],"description":"An Australian law practice built around AI-assisted legal delivery.","overview":"Artificer Legal is an Australian legal practice combining commercial technology advice, regulatory work and legal engineering. It serves software, cyber-security, space, clean-energy and other emerging industries, with matters spanning contracting, compliance, financing and disputes. Technology work includes digital contracting, privacy and cyber preparedness, AI governance and regulatory advice. Its space practice covers launch facilities, permits and related document preparation. Financing work spans loan and equity documentation, grants and investor-relations support, keeping those client services separate from any claim about Artificer’s own financing. The practice combines lawyers’ technical understanding with agentic workflows for research, evidence production, document review and timelines. It can also help clients implement compliance systems rather than relying only on repeated manual legal work. One-off matters use a scoped statement of work; OnDemand provides a recurring arrangement for needs such as contract reviews, tenders, regulatory questions and board preparation.","website":"https://artificer.legal/?utm_source=ai-native-index&utm_medium=referral&utm_campaign=outbound","sourceReviewed":"2026-10-21","details":{"workType":"Legal services","headquarters":null,"founded":null,"teamSize":null,"stage":null,"funding":null},"updates":null,"founders":{"people":[{"name":"Tyler Wright","role":"Principal Lawyer","imageSource":"https://artificer.legal/user/themes/artificer/images/TylerCropped.webp","imageSourcePage":"https://artificer.legal/about-artificer","image":"/people/artificer-legal-tylerwright.webp","imageReviewedAt":"2026-10-21"}],"sourceUrl":"https://artificer.legal/about-artificer","reviewedAt":"2026-10-21"},"backers":null,"sources":[{"title":"Services and delivery","summary":"Artificer Legal is an Australian legal practice combining commercial technology advice, regulatory work and legal engineering. It serves software, cyber-security, space, clean-energy and other emerging industries, with matters spanning contracting, compliance, financing and disputes. Technology work includes digital contracting, privacy and cyber preparedness, AI governance and regulatory advice. Its space practice covers launch facilities, permits and related document preparation. Financing work spans loan and equity documentation, grants and investor-relations support, keeping those client services separate from any claim about Artificer’s own financing. The practice combines lawyers’ technical understanding with agentic workflows for research, evidence production, document review and timelines. It can also help clients implement compliance systems rather than relying only on repeated manual legal work. One-off matters use a scoped statement of work; OnDemand provides a recurring arrangement for needs such as contract reviews, tenders, regulatory questions and board preparation.","reviewedAt":"2026-10-21","evidenceStatus":"company-reported","url":"https://artificer.legal/?utm_source=ai-native-index&utm_medium=referral&utm_campaign=outbound"}]},{"name":"B1 Health","profile":"https://ai-native-index-black.vercel.app/companies/b1-health","industry":"Healthcare","type":"Service firm","category":"clinical-research","operatingModel":"Service firm","profileResearch":{"sections":[{"id":"offerings","title":"Services & capabilities","short":"Services","passages":[{"title":"Services and delivery","body":"B1 Health supports biopharma companies, CROs and investigators across clinical documentation, competitive intelligence, evidence planning and operating workflows. Its six published capabilities sit on a shared platform, with experts reviewing outputs and directing decisions. Protocol work includes design choices, endpoints, eligibility and trial planning, followed by draft protocols and clinical study reports prepared from locked data. Competitive-intelligence work combines continuous monitoring with sourced briefs and identification of relevant opinion leaders. Integrated-evidence work connects evidence gaps with study objectives, economic models, feasibility and patient-finding activities. For continuing operations, B1 runs project tracking, follow-ups and document control with senior oversight, and builds infrastructure around patient and healthcare-system data. Its implementation service assesses a workflow, pilots agent support and scales the validated approach within the customer’s environment. Engagements can start with one capability rather than replacing the whole clinical-development stack.","sourceUrl":"https://www.b1healthcorp.com/","group":"offerings","reviewedAt":"2026-10-21","evidenceStatus":"company-reported"}],"claims":[]},{"id":"fit","title":"Clients & use cases","short":"Clients","passages":[],"claims":[]},{"id":"commercial","title":"Pricing & engagement","short":"Pricing","passages":[],"claims":[]},{"id":"technology","title":"Technology & delivery","short":"Technology","passages":[],"claims":[]},{"id":"evidence","title":"Evidence","short":"Evidence","passages":[],"claims":[]},{"id":"company","title":"Company","short":"Company","passages":[],"claims":[]}],"missing":["Customer segments and service coverage","Current pricing and contract terms","Security controls, data retention and model-training terms","Supported client systems and delivery responsibilities"],"facts":{"workType":"Clinical research","headquarters":{"value":"Morristown, New Jersey, US","sourceUrl":"https://www.b1healthcorp.com/","sourceLabel":"B1 Health · Company information","reviewedAt":"2026-10-21"},"founded":null,"teamSize":null,"stage":null,"funding":null},"claims":[]},"presentation":[{"id":"offerings","title":"What B1 Health does","paragraphs":["B1 Health supports biopharma companies, CROs and investigators across clinical documentation, competitive intelligence, evidence planning and operating workflows. Its six published capabilities sit on a shared platform, with experts reviewing outputs and directing decisions.","Protocol work includes design choices, endpoints, eligibility and trial planning, followed by draft protocols and clinical study reports prepared from locked data. Competitive-intelligence work combines continuous monitoring with sourced briefs and identification of relevant opinion leaders. Integrated-evidence work connects evidence gaps with study objectives, economic models, feasibility and patient-finding activities.","For continuing operations, B1 runs project tracking, follow-ups and document control with senior oversight, and builds infrastructure around patient and healthcare-system data. Its implementation service assesses a workflow, pilots agent support and scales the validated approach within the customer’s environment. Engagements can start with one capability rather than replacing the whole clinical-development stack."],"tags":["Clinical protocols","Clinical study reports","Competitive intelligence","KOL mapping","Integrated evidence","Economic modeling","Trial feasibility","Patient data","Project management","AI implementation"]},{"id":"differentiation","title":"Differentiation","paragraphs":[],"comparisons":[{"title":"Connected life-sciences workstreams","description":"Protocol documents, evidence planning, intelligence and program tracking are designed to work on shared context rather than as separate document-generation requests."},{"title":"Expert-reviewed delivery","description":"B1 describes its offering as both a platform and managed expert work. Human specialists validate outputs and retain the scientific and operational decisions."}]},{"id":"company","title":"Company details","paragraphs":[]}],"description":"AI-supported clinical-development documentation and life-sciences operations.","overview":"B1 Health supports biopharma companies, CROs and investigators across clinical documentation, competitive intelligence, evidence planning and operating workflows. Its six published capabilities sit on a shared platform, with experts reviewing outputs and directing decisions. Protocol work includes design choices, endpoints, eligibility and trial planning, followed by draft protocols and clinical study reports prepared from locked data. Competitive-intelligence work combines continuous monitoring with sourced briefs and identification of relevant opinion leaders. Integrated-evidence work connects evidence gaps with study objectives, economic models, feasibility and patient-finding activities. For continuing operations, B1 runs project tracking, follow-ups and document control with senior oversight, and builds infrastructure around patient and healthcare-system data. Its implementation service assesses a workflow, pilots agent support and scales the validated approach within the customer’s environment. Engagements can start with one capability rather than replacing the whole clinical-development stack.","website":"https://www.b1healthcorp.com/?utm_source=ai-native-index&utm_medium=referral&utm_campaign=outbound","sourceReviewed":"2026-10-21","details":{"workType":"Clinical research","headquarters":{"value":"Morristown, New Jersey, US","sourceUrl":"https://www.b1healthcorp.com/","sourceLabel":"B1 Health · Company information","reviewedAt":"2026-10-21"},"founded":null,"teamSize":null,"stage":null,"funding":null},"updates":null,"founders":null,"backers":null,"sources":[{"title":"Services and delivery","summary":"B1 Health supports biopharma companies, CROs and investigators across clinical documentation, competitive intelligence, evidence planning and operating workflows. Its six published capabilities sit on a shared platform, with experts reviewing outputs and directing decisions. Protocol work includes design choices, endpoints, eligibility and trial planning, followed by draft protocols and clinical study reports prepared from locked data. Competitive-intelligence work combines continuous monitoring with sourced briefs and identification of relevant opinion leaders. Integrated-evidence work connects evidence gaps with study objectives, economic models, feasibility and patient-finding activities. For continuing operations, B1 runs project tracking, follow-ups and document control with senior oversight, and builds infrastructure around patient and healthcare-system data. Its implementation service assesses a workflow, pilots agent support and scales the validated approach within the customer’s environment. Engagements can start with one capability rather than replacing the whole clinical-development stack.","reviewedAt":"2026-10-21","evidenceStatus":"company-reported","url":"https://www.b1healthcorp.com/?utm_source=ai-native-index&utm_medium=referral&utm_campaign=outbound"}]},{"name":"Bankoto","profile":"https://ai-native-index-black.vercel.app/companies/bankoto","industry":"Business operations","type":"Service firm","category":"business-operations","operatingModel":"Service firm","profileResearch":{"sections":[{"id":"offerings","title":"Services & capabilities","short":"Services","passages":[{"title":"Services and delivery","body":"Bankoto provides a back-office platform and professional services for Nigerian SMEs, covering incorporation, accounting, tax, payroll, payments and legal work. Its Console combines AI-supported preparation with review by the professionals assigned to the work, while its ERP covers invoices, inventory and expenses. Accounting includes transaction classification, bank reconciliation and monthly financial statements. Tax services cover VAT, PAYE, withholding and company income tax; payroll connects salary runs, statutory deductions and payslips with HR documents. Incorporation covers CAC registration and supporting legal documents, while legal services include contracts, clause review and compliance work. Clients can buy individual services or combine workstreams into Bankoto One. That bundle brings bookkeeping, tax, statements and payroll under an assigned accountant, tax consultant and engagement lead. Multi-entity or larger organizations can receive a separately scoped plan, keeping professional sign-off alongside automated preparation.","sourceUrl":"https://bankoto.me/","group":"offerings","reviewedAt":"2026-10-21","evidenceStatus":"company-reported"}],"claims":[]},{"id":"fit","title":"Clients & use cases","short":"Clients","passages":[],"claims":[]},{"id":"commercial","title":"Pricing & engagement","short":"Pricing","passages":[],"claims":[]},{"id":"technology","title":"Technology & delivery","short":"Technology","passages":[],"claims":[]},{"id":"evidence","title":"Evidence","short":"Evidence","passages":[],"claims":[]},{"id":"company","title":"Company","short":"Company","passages":[],"claims":[]}],"missing":["Customer segments and service coverage","Current pricing and contract terms","Security controls, data retention and model-training terms","Supported client systems and delivery responsibilities"],"facts":{"workType":"Service delivery","headquarters":{"value":"Lagos, Nigeria","sourceUrl":"https://bankoto.me/bankoto-contact","sourceLabel":"Bankoto headquarters contact page","reviewedAt":"2026-10-19"},"founded":null,"teamSize":null,"stage":null,"funding":null},"claims":[]},"presentation":[{"id":"offerings","title":"What Bankoto does","paragraphs":["Bankoto provides a back-office platform and professional services for Nigerian SMEs, covering incorporation, accounting, tax, payroll, payments and legal work. Its Console combines AI-supported preparation with review by the professionals assigned to the work, while its ERP covers invoices, inventory and expenses.","Accounting includes transaction classification, bank reconciliation and monthly financial statements. Tax services cover VAT, PAYE, withholding and company income tax; payroll connects salary runs, statutory deductions and payslips with HR documents. Incorporation covers CAC registration and supporting legal documents, while legal services include contracts, clause review and compliance work.","Clients can buy individual services or combine workstreams into Bankoto One. That bundle brings bookkeeping, tax, statements and payroll under an assigned accountant, tax consultant and engagement lead. Multi-entity or larger organizations can receive a separately scoped plan, keeping professional sign-off alongside automated preparation."],"tags":["CAC registration","Bookkeeping","Bank reconciliation","Financial statements","VAT","PAYE","Withholding tax","Payroll","Vendor payments","Legal contracts","HR documents"]},{"id":"differentiation","title":"Differentiation","paragraphs":[],"comparisons":[{"title":"Tools and professional delivery","description":"The platform combines operating software with people responsible for filings, payroll and legal review. Software access and regulated professional work are distinct parts of the service."},{"title":"Modular back-office engagement","description":"A business can start with one service or use a combined team, rather than being required to buy every back-office function at once."}]},{"id":"commercial","title":"Pricing","paragraphs":["Published fees are in Nigerian naira. Services are purchased separately or bundled; incorporation is billed annually."],"prices":[{"label":"Incorporation","price":"₦100,000 / year","detail":"CAC registration, founding documents, tax registration and lawyer review."},{"label":"Accounting","price":"₦75,000 / month","detail":"Transaction classification, reconciliation, monthly statements and an assigned accountant."},{"label":"Tax","price":"₦45,000 / month","detail":"VAT, PAYE, withholding and company income-tax computation and filing."},{"label":"Payments","price":"1.5% per transaction","detail":"Capped at ₦1,000 per transaction; no monthly minimum."}]},{"id":"company","title":"Company details","paragraphs":[]}],"description":"A combined back-office service using AI agents and professional support.","overview":"Bankoto provides a back-office platform and professional services for Nigerian SMEs, covering incorporation, accounting, tax, payroll, payments and legal work. Its Console combines AI-supported preparation with review by the professionals assigned to the work, while its ERP covers invoices, inventory and expenses. Accounting includes transaction classification, bank reconciliation and monthly financial statements. Tax services cover VAT, PAYE, withholding and company income tax; payroll connects salary runs, statutory deductions and payslips with HR documents. Incorporation covers CAC registration and supporting legal documents, while legal services include contracts, clause review and compliance work. Clients can buy individual services or combine workstreams into Bankoto One. That bundle brings bookkeeping, tax, statements and payroll under an assigned accountant, tax consultant and engagement lead. Multi-entity or larger organizations can receive a separately scoped plan, keeping professional sign-off alongside automated preparation.","website":"https://bankoto.me/?utm_source=ai-native-index&utm_medium=referral&utm_campaign=outbound","sourceReviewed":"2026-10-21","details":{"workType":"Service delivery","headquarters":{"value":"Lagos, Nigeria","sourceUrl":"https://bankoto.me/bankoto-contact","sourceLabel":"Bankoto headquarters contact page","reviewedAt":"2026-10-19"},"founded":null,"teamSize":null,"stage":null,"funding":null},"updates":null,"founders":{"people":[{"name":"Seyi King","role":"Co-founder & CEO"},{"name":"Tobi Falegbe","role":"Director of Accounting & Tax"},{"name":"Ogechi Eze","role":"Head of Legal"}],"sourceUrl":"https://bankoto.me/bankoto-about","reviewedAt":"2026-10-21"},"backers":null,"sources":[{"title":"Services and delivery","summary":"Bankoto provides a back-office platform and professional services for Nigerian SMEs, covering incorporation, accounting, tax, payroll, payments and legal work. Its Console combines AI-supported preparation with review by the professionals assigned to the work, while its ERP covers invoices, inventory and expenses. Accounting includes transaction classification, bank reconciliation and monthly financial statements. Tax services cover VAT, PAYE, withholding and company income tax; payroll connects salary runs, statutory deductions and payslips with HR documents. Incorporation covers CAC registration and supporting legal documents, while legal services include contracts, clause review and compliance work. Clients can buy individual services or combine workstreams into Bankoto One. That bundle brings bookkeeping, tax, statements and payroll under an assigned accountant, tax consultant and engagement lead. Multi-entity or larger organizations can receive a separately scoped plan, keeping professional sign-off alongside automated preparation.","reviewedAt":"2026-10-21","evidenceStatus":"company-reported","url":"https://bankoto.me/?utm_source=ai-native-index&utm_medium=referral&utm_campaign=outbound"}]},{"name":"BonBook","profile":"https://ai-native-index-black.vercel.app/companies/bonbook","industry":"Business operations","type":"Service firm","category":"travel","operatingModel":"Service firm","profileResearch":{"sections":[{"id":"offerings","title":"Services & capabilities","short":"Services","passages":[{"title":"Services and delivery","body":"BonBook is an email-based AI travel agent for frequent flyers and teams. Travelers can ask it to find, book or change a flight through an existing communication channel instead of repeatedly searching booking sites. The service incorporates preferences and airline loyalty benefits into flight selection, then continues monitoring after booking. Its published capabilities include disruption detection, rebooking, fare monitoring and refunds when an eligible price drops. Airline partnerships provide booking access, while the service handles the coordination around changes. Its team offering applies the same workflow to people traveling for sales, deployments, site visits and partner meetings. BonBook also invites developers to request API access. The published model concerns arranging and servicing travel; the flight options and fares shown in its demonstrations are not subscription prices.","sourceUrl":"https://www.bonbook.co/","group":"offerings","reviewedAt":"2026-10-21","evidenceStatus":"company-reported"}],"claims":[]},{"id":"fit","title":"Clients & use cases","short":"Clients","passages":[],"claims":[]},{"id":"commercial","title":"Pricing & engagement","short":"Pricing","passages":[],"claims":[]},{"id":"technology","title":"Technology & delivery","short":"Technology","passages":[],"claims":[]},{"id":"evidence","title":"Evidence","short":"Evidence","passages":[],"claims":[]},{"id":"company","title":"Company","short":"Company","passages":[],"claims":[]}],"missing":["Customer segments and service coverage","Current pricing and contract terms","Security controls, data retention and model-training terms","Supported client systems and delivery responsibilities"],"facts":{"workType":"Service delivery","headquarters":null,"founded":null,"teamSize":null,"stage":null,"funding":null},"claims":[]},"presentation":[{"id":"offerings","title":"What BonBook does","paragraphs":["BonBook is an email-based AI travel agent for frequent flyers and teams. 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The published model concerns arranging and servicing travel; the flight options and fares shown in its demonstrations are not subscription prices."],"tags":["Flight search","Flight booking","Trip changes","Disruption monitoring","Rebooking","Fare monitoring","Loyalty benefits","Team travel","Travel API"]},{"id":"differentiation","title":"Differentiation","paragraphs":[],"comparisons":[{"title":"Continuing trip support","description":"BonBook’s scope extends beyond search and ticketing into disruption handling and changes after booking."},{"title":"Email-first execution","description":"The traveler delegates a booking request through email instead of operating a conventional comparison-and-checkout interface."}]},{"id":"commercial","title":"Pricing","paragraphs":["The homepage advertises zero service fees and zero commissions. 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The published model concerns arranging and servicing travel; the flight options and fares shown in its demonstrations are not subscription prices.","website":"https://www.bonbook.co/?utm_source=ai-native-index&utm_medium=referral&utm_campaign=outbound","sourceReviewed":"2026-10-21","details":{"workType":"Service delivery","headquarters":null,"founded":null,"teamSize":null,"stage":null,"funding":null},"updates":null,"founders":null,"backers":null,"sources":[{"title":"Services and delivery","summary":"BonBook is an email-based AI travel agent for frequent flyers and teams. Travelers can ask it to find, book or change a flight through an existing communication channel instead of repeatedly searching booking sites. The service incorporates preferences and airline loyalty benefits into flight selection, then continues monitoring after booking. Its published capabilities include disruption detection, rebooking, fare monitoring and refunds when an eligible price drops. Airline partnerships provide booking access, while the service handles the coordination around changes. Its team offering applies the same workflow to people traveling for sales, deployments, site visits and partner meetings. BonBook also invites developers to request API access. The published model concerns arranging and servicing travel; the flight options and fares shown in its demonstrations are not subscription prices.","reviewedAt":"2026-10-21","evidenceStatus":"company-reported","url":"https://www.bonbook.co/?utm_source=ai-native-index&utm_medium=referral&utm_campaign=outbound"}]},{"name":"BrightBid","profile":"https://ai-native-index-black.vercel.app/companies/brightbid","industry":"Marketing","type":"Service firm","category":"marketing","operatingModel":"AI-led hybrid","profileResearch":{"sections":[{"id":"offerings","title":"Services & capabilities","short":"Services","passages":[{"title":"Services and delivery","body":"BrightBid combines a self-service advertising platform with a full-service marketing team. Its software brings campaign data, audits, competitive monitoring and recommendations into BrightBid Hub, while clients can separately engage specialists to run growth work. Brighty is the customer-facing agent, supported by agents for performance analysis, account auditing, anomaly detection, creative work, competitor monitoring and keyword optimization. The platform uses campaign history to support adjustments and help marketers investigate changing performance rather than relying only on periodic static reports. The agency side handles paid search, shopping and paid social, together with tracking and search-visibility work. Customers can use the software themselves or combine it with managed execution. In the latter model, specialists own strategy and delivery while using the same in-house technology.","sourceUrl":"https://brightbid.com/","group":"offerings","reviewedAt":"2026-10-21","evidenceStatus":"company-reported"}],"claims":[]},{"id":"fit","title":"Clients & use cases","short":"Clients","passages":[],"claims":[]},{"id":"commercial","title":"Pricing & engagement","short":"Pricing","passages":[],"claims":[]},{"id":"technology","title":"Technology & delivery","short":"Technology","passages":[],"claims":[]},{"id":"evidence","title":"Evidence","short":"Evidence","passages":[],"claims":[]},{"id":"company","title":"Company","short":"Company","passages":[],"claims":[]}],"missing":["Customer segments and service coverage","Current pricing and contract terms","Security controls, data retention and model-training terms","Supported client systems and delivery responsibilities"],"facts":{"workType":"Search & marketing","headquarters":null,"founded":null,"teamSize":null,"stage":{"value":"Listed on Nasdaq First North Growth Market","sourceUrl":"https://ir.brightbid.com/press-releases/kristoffer-lindstrom-tilltrader-som-tillforordnad-vd-for-brightbid-group/","sourceLabel":"Company or investor announcement","reviewedAt":"2026-10-21"},"funding":{"value":"£2 million seed round reported September 2022 (historical)","sourceUrl":"https://brightbid.com/news/ai-driven-adtech-solution-brightbid-launches-uk-operations-to-help-businesses-drive-google-advertising-performance/","sourceLabel":"Company or investor announcement","reviewedAt":"2026-10-21"}},"claims":[]},"presentation":[{"id":"offerings","title":"What BrightBid does","paragraphs":["BrightBid combines a self-service advertising platform with a full-service marketing team. 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In the latter model, specialists own strategy and delivery while using the same in-house technology."],"tags":["Paid search","Google Shopping","Paid social","Campaign optimization","Account audits","Anomaly detection","Competitor monitoring","Keyword optimization","Tracking","Marketing strategy"]},{"id":"differentiation","title":"Differentiation","paragraphs":[],"comparisons":[{"title":"In-house platform and agency","description":"BrightBid builds the underlying optimization product and also provides a team to operate campaigns. The service relationship differs from self-serve software access."},{"title":"Account-level operational context","description":"Audits, anomalies, keywords and competitors are brought together around live advertising accounts, rather than treated as separate content-generation tasks."}]},{"id":"commercial","title":"Pricing","paragraphs":["The self-service product advertises a 14-day trial without a credit card. Managed agency engagements are discussed with the team."]},{"id":"company","title":"Company details","paragraphs":[]}],"description":"AI-assisted advertising software paired with managed agency services.","overview":"BrightBid combines a self-service advertising platform with a full-service marketing team. Its software brings campaign data, audits, competitive monitoring and recommendations into BrightBid Hub, while clients can separately engage specialists to run growth work. Brighty is the customer-facing agent, supported by agents for performance analysis, account auditing, anomaly detection, creative work, competitor monitoring and keyword optimization. The platform uses campaign history to support adjustments and help marketers investigate changing performance rather than relying only on periodic static reports. The agency side handles paid search, shopping and paid social, together with tracking and search-visibility work. Customers can use the software themselves or combine it with managed execution. In the latter model, specialists own strategy and delivery while using the same in-house technology.","website":"https://brightbid.com/?utm_source=ai-native-index&utm_medium=referral&utm_campaign=outbound","sourceReviewed":"2026-10-21","details":{"workType":"Search & marketing","headquarters":null,"founded":null,"teamSize":null,"stage":{"value":"Listed on Nasdaq First North Growth Market","sourceUrl":"https://ir.brightbid.com/press-releases/kristoffer-lindstrom-tilltrader-som-tillforordnad-vd-for-brightbid-group/","sourceLabel":"Company or investor announcement","reviewedAt":"2026-10-21"},"funding":{"value":"£2 million seed round reported September 2022 (historical)","sourceUrl":"https://brightbid.com/news/ai-driven-adtech-solution-brightbid-launches-uk-operations-to-help-businesses-drive-google-advertising-performance/","sourceLabel":"Company or investor announcement","reviewedAt":"2026-10-21"}},"updates":{"jobs":[],"news":[{"title":"BrightBid Group appoints Kristoffer Lindström interim CEO","url":"https://ir.brightbid.com/press-releases/kristoffer-lindstrom-tilltrader-som-tillforordnad-vd-for-brightbid-group/","date":"2026-09-28","publisher":"BrightBid Group","type":"Leadership"}],"checkedAt":"2026-10-21"},"founders":{"people":[{"name":"Gustav Westman","role":"Co-founder"},{"name":"Marcus Möller","role":"Co-founder"},{"name":"Kristoffer Lindström","role":"Interim CEO, BrightBid Group","sourceUrl":"https://ir.brightbid.com/press-releases/kristoffer-lindstrom-tilltrader-som-tillforordnad-vd-for-brightbid-group/"}],"sourceUrl":"https://brightbid.com/news/ai-driven-adtech-solution-brightbid-launches-uk-operations-to-help-businesses-drive-google-advertising-performance/","reviewedAt":"2026-10-21"},"backers":{"names":["Filip Lilja","Mikael Lindblom","Thor-Olof Philogène"],"sourceUrl":"https://brightbid.com/news/ai-driven-adtech-solution-brightbid-launches-uk-operations-to-help-businesses-drive-google-advertising-performance/","reviewedAt":"2026-10-21","attribution":"Published by the company or named investor","fundingSummary":"BrightBid’s September 2022 UK launch announcement reported a £2 million seed round backed by technology founders. 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The agency side handles paid search, shopping and paid social, together with tracking and search-visibility work. Customers can use the software themselves or combine it with managed execution. In the latter model, specialists own strategy and delivery while using the same in-house technology.","reviewedAt":"2026-10-21","evidenceStatus":"company-reported","url":"https://brightbid.com/?utm_source=ai-native-index&utm_medium=referral&utm_campaign=outbound"}]},{"name":"Caxus","profile":"https://ai-native-index-black.vercel.app/companies/caxus","industry":"Finance","type":"Service firm","category":"accounting","operatingModel":"Service firm","profileResearch":{"sections":[{"id":"offerings","title":"Services & capabilities","short":"Services","passages":[{"title":"Services and delivery","body":"Caxus is an Indian accounting service combining automated processing with chartered-accountant review. 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The commercial offer is a flat monthly service package rather than charging by the volume of uploaded records.","sourceUrl":"https://caxus.in/","group":"offerings","reviewedAt":"2026-10-21","evidenceStatus":"company-reported"}],"claims":[]},{"id":"fit","title":"Clients & use cases","short":"Clients","passages":[],"claims":[]},{"id":"commercial","title":"Pricing & engagement","short":"Pricing","passages":[],"claims":[]},{"id":"technology","title":"Technology & delivery","short":"Technology","passages":[],"claims":[]},{"id":"evidence","title":"Evidence","short":"Evidence","passages":[],"claims":[]},{"id":"company","title":"Company","short":"Company","passages":[],"claims":[]}],"missing":["Customer segments and service coverage","Current pricing and contract terms","Security controls, data retention and model-training terms","Supported client systems and delivery responsibilities"],"facts":{"workType":"Accounting, tax & financial close","headquarters":null,"founded":null,"teamSize":null,"stage":null,"funding":null},"claims":[]},"presentation":[{"id":"offerings","title":"What Caxus does","paragraphs":["Caxus is an Indian accounting service combining automated processing with chartered-accountant review. 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The commercial offer is a flat monthly service package rather than charging by the volume of uploaded records."],"tags":["GST","Income tax","TDS","Bookkeeping","Reconciliation","E-commerce accounting"]},{"id":"commercial","title":"Pricing","paragraphs":["Published plans and engagement options."],"prices":[{"label":"Essentials","price":"₹9,999/month","detail":"GST returns, ITC reconciliation and vendor follow-up."},{"label":"Growth","price":"₹19,999/month","detail":"Adds income tax, TDS, bookkeeping and financial insights."},{"label":"Enterprise","price":"₹29,999/month","detail":"Adds reporting, forecasting, audit support and a dedicated accountant."}]}],"description":"An AI-native accounting service for Indian businesses with chartered-accountant review.","overview":"Caxus is an Indian accounting service combining automated processing with chartered-accountant review. 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Its founding team includes former Circle Medical operators alongside clinical, product and regulatory leadership, connecting software development with the operations of a virtual practice."],"tags":["Primary care","Secure messaging","Clinical review","Medical records","Prescription review","Lab orders","Video visits","Wearables","Biomarker testing","Care plans"]},{"id":"differentiation","title":"Differentiation","paragraphs":[],"comparisons":[{"title":"Care delivery with clinical review","description":"Clara combines software with a clinician-delivered service. 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Its founding team includes former Circle Medical operators alongside clinical, product and regulatory leadership, connecting software development with the operations of a virtual practice.","website":"https://askclara.com/?utm_source=ai-native-index&utm_medium=referral&utm_campaign=outbound","sourceReviewed":"2026-10-21","details":{"workType":"Service delivery","headquarters":{"value":"San Francisco, California, US","sourceUrl":"https://askclara.com/team","sourceLabel":"Clara · Team","reviewedAt":"2026-10-21"},"founded":{"value":"2025","sourceUrl":"https://www.ycombinator.com/companies/clara-2","sourceLabel":"Y Combinator company profile","reviewedAt":"2026-10-21"},"teamSize":{"value":"9 (YC-listed team)","sourceUrl":"https://www.ycombinator.com/companies/clara-2","sourceLabel":"Y Combinator company profile","reviewedAt":"2026-10-21"},"stage":{"value":"Pre-seed","sourceUrl":"https://askclara.com/blog/clara-launch","sourceLabel":"Clara · Launch announcement","reviewedAt":"2026-10-21"},"funding":{"value":"$12M pre-seed announced May 2026","sourceUrl":"https://askclara.com/blog/clara-launch","sourceLabel":"Clara · Launch announcement","reviewedAt":"2026-10-21"}},"updates":{"jobs":[],"news":[{"title":"Clara launches with a $12M pre-seed round","publisher":"Clara","date":"2026-05-14","type":"Funding","url":"https://askclara.com/blog/clara-launch","image":"/news/clara-claralauncheswitha12mpreseedround.webp","imageSource":"https://askclara.com/api/media/file/Frame%201000005988%20(1)-1200x630.png","imageSourcePage":"https://askclara.com/blog/clara-launch","imageReviewedAt":"2026-10-21"}],"checkedAt":"2026-10-21","careersUrl":"https://www.ycombinator.com/companies/clara-2/jobs/4NgleVj-founding-ai-engineer-healthcare"},"founders":{"people":[{"name":"George Favvas","role":"Co-founder & CEO","image":"/people/clara-georgefavvas-official.webp","imageSource":"https://askclara.com/_next/image?url=%2Fassets%2Fgeorge2.jpeg&w=3840&q=75&dpl=dpl_AKUQsTsUjGz8Hxp7grS6ZLetFum8","imageSourcePage":"https://askclara.com/team","imageReviewedAt":"2026-10-21"},{"name":"Caitlin Swift","role":"Co-founder & Chief Clinical Officer","image":"/people/clara-caitlinswift.webp","imageSource":"https://askclara.com/_next/image?url=%2Fassets%2Fcaitlin.png&w=3840&q=75&dpl=dpl_AKUQsTsUjGz8Hxp7grS6ZLetFum8","imageSourcePage":"https://askclara.com/team","imageReviewedAt":"2026-10-21"},{"name":"Zeeshan Ahmed","role":"Co-founder & Head of Design","image":"/people/clara-zeeshanahmed.webp","imageSource":"https://askclara.com/_next/image?url=%2Fassets%2Fzeeshan.jpeg&w=3840&q=75&dpl=dpl_AKUQsTsUjGz8Hxp7grS6ZLetFum8","imageSourcePage":"https://askclara.com/team","imageReviewedAt":"2026-10-21"},{"name":"Brendan Levy, MD","role":"Chief Medical Officer","image":"/people/clara-brendanlevymd.webp","imageSource":"https://askclara.com/_next/image?url=%2Fassets%2Fbrendan.png&w=3840&q=75&dpl=dpl_AKUQsTsUjGz8Hxp7grS6ZLetFum8","imageSourcePage":"https://askclara.com/team","imageReviewedAt":"2026-10-21"}],"sourceUrl":"https://askclara.com/team","reviewedAt":"2026-10-21"},"backers":{"names":["Y Combinator","A.Capital","Liquid 2 Ventures","SV Angel"],"sourceUrl":"https://askclara.com/blog/clara-launch","attribution":"Clara · Launch announcement","fundingSummary":"Clara announced a $12M pre-seed on May 14, 2026, led by Y Combinator and A.Capital, with participation from Liquid 2 Ventures, SV Angel and angel investors.","fundingSourceUrl":"https://askclara.com/blog/clara-launch","reviewedAt":"2026-10-21"},"sources":[{"title":"Services and delivery","summary":"Clara combines an AI-supported primary-care experience with a licensed clinical team. 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Its founding team includes former Circle Medical operators alongside clinical, product and regulatory leadership, connecting software development with the operations of a virtual practice.","reviewedAt":"2026-10-21","evidenceStatus":"company-reported","url":"https://askclara.com/?utm_source=ai-native-index&utm_medium=referral&utm_campaign=outbound"}]},{"name":"Cogente","profile":"https://ai-native-index-black.vercel.app/companies/cogente","industry":"Sales and support","type":"Service firm","category":"marketing","operatingModel":"Service firm","profileResearch":{"sections":[{"id":"offerings","title":"Services & capabilities","short":"Services","passages":[{"title":"Services and delivery","body":"Cogente operates managed agentic workflows for Brazilian B2B businesses whose sales and service depend on conversations. Its scope connects lead response, follow-up, CRM records and reporting, with a named delivery owner and a baseline measured before deployment. The starting diagnostic runs an agent against historical cases in shadow mode, without taking production actions. It produces an operational baseline and implementation blueprint. A subsequent Célula brings a defined workflow into production through approval gates; the larger Operação connects several deployed cells with executive reporting and ongoing improvement. Controls include human approval for sensitive actions, audit trails and tested rollback, with weekly reporting against the baseline. Its Silêncio Zero offering applies the model to dental-clinic workflows such as inactive patients, missed appointments and stalled estimates. The financial-gap threshold on the site is an engagement-screening criterion, not the service price.","sourceUrl":"https://cogente.com.br/","group":"offerings","reviewedAt":"2026-10-21","evidenceStatus":"company-reported"}],"claims":[]},{"id":"fit","title":"Clients & use cases","short":"Clients","passages":[],"claims":[]},{"id":"commercial","title":"Pricing & engagement","short":"Pricing","passages":[],"claims":[]},{"id":"technology","title":"Technology & delivery","short":"Technology","passages":[],"claims":[]},{"id":"evidence","title":"Evidence","short":"Evidence","passages":[],"claims":[]},{"id":"company","title":"Company","short":"Company","passages":[],"claims":[]}],"missing":["Customer segments and service coverage","Current pricing and contract terms","Security controls, data retention and model-training terms","Supported client systems and delivery responsibilities"],"facts":{"workType":"Search & marketing","headquarters":null,"founded":null,"teamSize":null,"stage":null,"funding":null},"claims":[]},"presentation":[{"id":"offerings","title":"What Cogente does","paragraphs":["Cogente operates managed agentic workflows for Brazilian B2B businesses whose sales and service depend on conversations. Its scope connects lead response, follow-up, CRM records and reporting, with a named delivery owner and a baseline measured before deployment.","The starting diagnostic runs an agent against historical cases in shadow mode, without taking production actions. It produces an operational baseline and implementation blueprint. A subsequent Célula brings a defined workflow into production through approval gates; the larger Operação connects several deployed cells with executive reporting and ongoing improvement.","Controls include human approval for sensitive actions, audit trails and tested rollback, with weekly reporting against the baseline. Its Silêncio Zero offering applies the model to dental-clinic workflows such as inactive patients, missed appointments and stalled estimates. The financial-gap threshold on the site is an engagement-screening criterion, not the service price."],"tags":["Managed agents","Lead response","Follow-up","CRM workflows","WhatsApp","Shadow testing","Approval gates","Audit trails","Rollback","Operational reporting"]},{"id":"differentiation","title":"Differentiation","paragraphs":[],"comparisons":[{"title":"Operational accountability","description":"Cogente contracts to implement and run a workflow, rather than only advising on it or handing over an agent builder."},{"title":"Controlled rollout","description":"Historical shadow-mode tests and explicit approval gates precede production actions, tying deployment to the customer’s actual operating cases."}]},{"id":"commercial","title":"Pricing","paragraphs":["The initial online self-assessment is free. Diagnostic and managed-operation fees are proposed after reviewing the operation and scope."]}],"description":"Managed agentic commercial operations for Brazilian B2B businesses.","overview":"Cogente operates managed agentic workflows for Brazilian B2B businesses whose sales and service depend on conversations. Its scope connects lead response, follow-up, CRM records and reporting, with a named delivery owner and a baseline measured before deployment. The starting diagnostic runs an agent against historical cases in shadow mode, without taking production actions. It produces an operational baseline and implementation blueprint. A subsequent Célula brings a defined workflow into production through approval gates; the larger Operação connects several deployed cells with executive reporting and ongoing improvement. Controls include human approval for sensitive actions, audit trails and tested rollback, with weekly reporting against the baseline. Its Silêncio Zero offering applies the model to dental-clinic workflows such as inactive patients, missed appointments and stalled estimates. The financial-gap threshold on the site is an engagement-screening criterion, not the service price.","website":"https://cogente.com.br/?utm_source=ai-native-index&utm_medium=referral&utm_campaign=outbound","sourceReviewed":"2026-10-21","details":{"workType":"Search & marketing","headquarters":null,"founded":null,"teamSize":null,"stage":null,"funding":null},"updates":null,"founders":{"people":[{"name":"Diogo Caspary","role":"Founder"}],"sourceUrl":"https://cogente.com.br/","reviewedAt":"2026-10-21"},"backers":null,"sources":[{"title":"Services and delivery","summary":"Cogente operates managed agentic workflows for Brazilian B2B businesses whose sales and service depend on conversations. Its scope connects lead response, follow-up, CRM records and reporting, with a named delivery owner and a baseline measured before deployment. The starting diagnostic runs an agent against historical cases in shadow mode, without taking production actions. It produces an operational baseline and implementation blueprint. A subsequent Célula brings a defined workflow into production through approval gates; the larger Operação connects several deployed cells with executive reporting and ongoing improvement. Controls include human approval for sensitive actions, audit trails and tested rollback, with weekly reporting against the baseline. Its Silêncio Zero offering applies the model to dental-clinic workflows such as inactive patients, missed appointments and stalled estimates. The financial-gap threshold on the site is an engagement-screening criterion, not the service price.","reviewedAt":"2026-10-21","evidenceStatus":"company-reported","url":"https://cogente.com.br/?utm_source=ai-native-index&utm_medium=referral&utm_campaign=outbound"}]},{"name":"Collective RCM","profile":"https://ai-native-index-black.vercel.app/companies/collective-rcm","industry":"Healthcare","type":"Service firm","category":"medical-billing","operatingModel":"Service firm","profileResearch":{"sections":[{"id":"offerings","title":"Services & capabilities","short":"Services","passages":[{"title":"Services and delivery","body":"Collective RCM runs revenue-cycle work for surgical physician groups, ambulatory surgery centers, surgical hospitals and intraoperative neuromonitoring providers. Its specialization includes procedural coding, facility claims and reimbursement work that depends on payer-specific rules. An engagement starts with claims, payer-mix and denial-pattern analysis. Claims pass through coding review and scrubbing before submission, while the team investigates recurring denial causes and prepares appeals from payer-specific materials. The service also handles out-of-network recovery and independent-dispute-resolution work associated with the No Surprises Act. The managed model combines AI-supported processing with people responsible for coding decisions, appeals strategy and recovery. Facility billing, complex spine procedures and IONM modifiers are treated as different operating cases rather than a generic medical-billing queue. Published recovery examples are individual company-reported case results, not a promised return for a new practice.","sourceUrl":"https://www.collectivercm.com/","group":"offerings","reviewedAt":"2026-10-21","evidenceStatus":"company-reported"}],"claims":[]},{"id":"fit","title":"Clients & use cases","short":"Clients","passages":[],"claims":[]},{"id":"commercial","title":"Pricing & engagement","short":"Pricing","passages":[],"claims":[]},{"id":"technology","title":"Technology & delivery","short":"Technology","passages":[],"claims":[]},{"id":"evidence","title":"Evidence","short":"Evidence","passages":[],"claims":[]},{"id":"company","title":"Company","short":"Company","passages":[],"claims":[]}],"missing":["Customer segments and service coverage","Current pricing and contract terms","Security controls, data retention and model-training terms","Supported client systems and delivery responsibilities"],"facts":{"workType":"Healthcare revenue operations","headquarters":{"value":"Plano, Texas, United States","sourceUrl":"https://www.linkedin.com/company/collectivercm/","sourceLabel":"Collective RCM · Official LinkedIn company profile","reviewedAt":"2026-10-19"},"founded":null,"teamSize":null,"stage":null,"funding":null},"claims":[]},"presentation":[{"id":"offerings","title":"What Collective RCM does","paragraphs":["Collective RCM runs revenue-cycle work for surgical physician groups, ambulatory surgery centers, surgical hospitals and intraoperative neuromonitoring providers. Its specialization includes procedural coding, facility claims and reimbursement work that depends on payer-specific rules.","An engagement starts with claims, payer-mix and denial-pattern analysis. Claims pass through coding review and scrubbing before submission, while the team investigates recurring denial causes and prepares appeals from payer-specific materials. The service also handles out-of-network recovery and independent-dispute-resolution work associated with the No Surprises Act.","The managed model combines AI-supported processing with people responsible for coding decisions, appeals strategy and recovery. Facility billing, complex spine procedures and IONM modifiers are treated as different operating cases rather than a generic medical-billing queue. Published recovery examples are individual company-reported case results, not a promised return for a new practice."],"tags":["Surgical billing","ASC facility billing","IONM billing","Coding review","Claim scrubbing","Denial prevention","Appeals","Out-of-network recovery","IDR","Payer analysis"]},{"id":"differentiation","title":"Differentiation","paragraphs":[],"comparisons":[{"title":"Surgical focus","description":"Its scope concentrates on surgical and IONM reimbursement, including facility and out-of-network complexity, rather than general primary-care billing."},{"title":"Processing and recovery","description":"The engagement joins clean-claim work with denial defense and specialist recovery, providing a team to pursue claims rather than only scoring them."}]},{"id":"company","title":"Company details","paragraphs":[]}],"description":"AI-supported revenue-cycle services focused on surgical medicine.","overview":"Collective RCM runs revenue-cycle work for surgical physician groups, ambulatory surgery centers, surgical hospitals and intraoperative neuromonitoring providers. Its specialization includes procedural coding, facility claims and reimbursement work that depends on payer-specific rules. An engagement starts with claims, payer-mix and denial-pattern analysis. Claims pass through coding review and scrubbing before submission, while the team investigates recurring denial causes and prepares appeals from payer-specific materials. The service also handles out-of-network recovery and independent-dispute-resolution work associated with the No Surprises Act. The managed model combines AI-supported processing with people responsible for coding decisions, appeals strategy and recovery. Facility billing, complex spine procedures and IONM modifiers are treated as different operating cases rather than a generic medical-billing queue. Published recovery examples are individual company-reported case results, not a promised return for a new practice.","website":"https://www.collectivercm.com/?utm_source=ai-native-index&utm_medium=referral&utm_campaign=outbound","sourceReviewed":"2026-10-21","details":{"workType":"Healthcare revenue operations","headquarters":{"value":"Plano, Texas, United States","sourceUrl":"https://www.linkedin.com/company/collectivercm/","sourceLabel":"Collective RCM · Official LinkedIn company profile","reviewedAt":"2026-10-19"},"founded":null,"teamSize":null,"stage":null,"funding":null},"updates":null,"founders":null,"backers":null,"sources":[{"title":"Services and delivery","summary":"Collective RCM runs revenue-cycle work for surgical physician groups, ambulatory surgery centers, surgical hospitals and intraoperative neuromonitoring providers. Its specialization includes procedural coding, facility claims and reimbursement work that depends on payer-specific rules. An engagement starts with claims, payer-mix and denial-pattern analysis. Claims pass through coding review and scrubbing before submission, while the team investigates recurring denial causes and prepares appeals from payer-specific materials. The service also handles out-of-network recovery and independent-dispute-resolution work associated with the No Surprises Act. The managed model combines AI-supported processing with people responsible for coding decisions, appeals strategy and recovery. Facility billing, complex spine procedures and IONM modifiers are treated as different operating cases rather than a generic medical-billing queue. Published recovery examples are individual company-reported case results, not a promised return for a new practice.","reviewedAt":"2026-10-21","evidenceStatus":"company-reported","url":"https://www.collectivercm.com/?utm_source=ai-native-index&utm_medium=referral&utm_campaign=outbound"}]},{"name":"CollectiveSpend","profile":"https://ai-native-index-black.vercel.app/companies/collectivespend","industry":"Business operations","type":"Service firm","category":"logistics","operatingModel":"AI-led hybrid","profileResearch":{"sections":[{"id":"offerings","title":"Services & capabilities","short":"Services","passages":[{"title":"Services and delivery","body":"CollectiveSpend’s METIS combines a procurement marketplace, managed Buying Desk and AI sourcing engine for enterprise tail spend. Repeat purchases can use a pre-negotiated catalogue, while non-catalogue needs become a sourcing event with specialist support available. A buyer submits a requirement in plain language, an email or a file. Agents build RFQs, identify and assess suppliers, compare bids and negotiate against the customer’s criteria. Recommendations can account for price, capacity, terms, lead time and risk before routing through the required approval process. For organizations with ERP-controlled procurement, METIS can pass the request into the existing system for approval and purchase-order creation, then receive the order back. The Buying Desk handles complex sourcing work within agreed thresholds. The platform business, CollectiveSpend Technology FZE, is distinct from its sister consultancy, CollectiveSpend Consultancy LLC.","sourceUrl":"https://www.collectivespend.com/","group":"offerings","reviewedAt":"2026-10-21","evidenceStatus":"company-reported"}],"claims":[]},{"id":"fit","title":"Clients & use cases","short":"Clients","passages":[],"claims":[]},{"id":"commercial","title":"Pricing & engagement","short":"Pricing","passages":[],"claims":[]},{"id":"technology","title":"Technology & delivery","short":"Technology","passages":[],"claims":[]},{"id":"evidence","title":"Evidence","short":"Evidence","passages":[],"claims":[]},{"id":"company","title":"Company","short":"Company","passages":[],"claims":[]}],"missing":["Customer segments and service coverage","Current pricing and contract terms","Security controls, data retention and model-training terms","Supported client systems and delivery responsibilities"],"facts":{"workType":"Logistics & procurement","headquarters":{"value":"Dubai, United Arab Emirates","sourceUrl":"https://www.collectivespend.com/contact/","sourceLabel":"Collectivespend · Official company disclosure","reviewedAt":"2026-10-19"},"founded":null,"teamSize":null,"stage":null,"funding":null},"claims":[]},"presentation":[{"id":"offerings","title":"What CollectiveSpend does","paragraphs":["CollectiveSpend’s METIS combines a procurement marketplace, managed Buying Desk and AI sourcing engine for enterprise tail spend. Repeat purchases can use a pre-negotiated catalogue, while non-catalogue needs become a sourcing event with specialist support available.","A buyer submits a requirement in plain language, an email or a file. Agents build RFQs, identify and assess suppliers, compare bids and negotiate against the customer’s criteria. Recommendations can account for price, capacity, terms, lead time and risk before routing through the required approval process.","For organizations with ERP-controlled procurement, METIS can pass the request into the existing system for approval and purchase-order creation, then receive the order back. The Buying Desk handles complex sourcing work within agreed thresholds. The platform business, CollectiveSpend Technology FZE, is distinct from its sister consultancy, CollectiveSpend Consultancy LLC."],"tags":["Tail spend","Procurement marketplace","Buying desk","RFQ creation","Supplier discovery","Supplier assessment","Negotiation","Bid scoring","Purchase orders","ERP punchout","Approval workflows"]},{"id":"differentiation","title":"Differentiation","paragraphs":[],"comparisons":[{"title":"Software and managed sourcing","description":"A customer can use the catalogue, delegate a sourcing task to the Buying Desk or use the agentic engine. Those options place different responsibilities with the customer and delivery team."},{"title":"Governance around the purchase","description":"Supplier scoring and negotiation lead into configured approval and ERP purchase-order workflows, rather than ending at a list of suggested vendors."}]},{"id":"commercial","title":"Pricing","paragraphs":["The marketplace is advertised at no cost to the buyer, with supplier-paid commission. That statement applies to the marketplace; managed sourcing and other engagement terms are scoped separately."]},{"id":"company","title":"Company details","paragraphs":[]}],"description":"Agentic sourcing and tail-spend management with procurement expertise.","overview":"CollectiveSpend’s METIS combines a procurement marketplace, managed Buying Desk and AI sourcing engine for enterprise tail spend. Repeat purchases can use a pre-negotiated catalogue, while non-catalogue needs become a sourcing event with specialist support available. A buyer submits a requirement in plain language, an email or a file. Agents build RFQs, identify and assess suppliers, compare bids and negotiate against the customer’s criteria. Recommendations can account for price, capacity, terms, lead time and risk before routing through the required approval process. For organizations with ERP-controlled procurement, METIS can pass the request into the existing system for approval and purchase-order creation, then receive the order back. The Buying Desk handles complex sourcing work within agreed thresholds. The platform business, CollectiveSpend Technology FZE, is distinct from its sister consultancy, CollectiveSpend Consultancy LLC.","website":"https://www.collectivespend.com/?utm_source=ai-native-index&utm_medium=referral&utm_campaign=outbound","sourceReviewed":"2026-10-21","details":{"workType":"Logistics & procurement","headquarters":{"value":"Dubai, United Arab Emirates","sourceUrl":"https://www.collectivespend.com/contact/","sourceLabel":"Collectivespend · Official company disclosure","reviewedAt":"2026-10-19"},"founded":null,"teamSize":null,"stage":null,"funding":null},"updates":null,"founders":{"people":[{"name":"Joonas Jantunen","role":"Co-founder & CEO","linkedin":"https://www.linkedin.com/in/joonasjantunen/"},{"name":"Pramod Dhalwani","role":"Co-founder & CFO","linkedin":"https://www.linkedin.com/in/pramod-dhalwani-fca/"}],"sourceUrl":"https://www.collectivespend.com/team/","reviewedAt":"2026-10-21"},"backers":null,"sources":[{"title":"Services and delivery","summary":"CollectiveSpend’s METIS combines a procurement marketplace, managed Buying Desk and AI sourcing engine for enterprise tail spend. Repeat purchases can use a pre-negotiated catalogue, while non-catalogue needs become a sourcing event with specialist support available. A buyer submits a requirement in plain language, an email or a file. Agents build RFQs, identify and assess suppliers, compare bids and negotiate against the customer’s criteria. Recommendations can account for price, capacity, terms, lead time and risk before routing through the required approval process. For organizations with ERP-controlled procurement, METIS can pass the request into the existing system for approval and purchase-order creation, then receive the order back. The Buying Desk handles complex sourcing work within agreed thresholds. The platform business, CollectiveSpend Technology FZE, is distinct from its sister consultancy, CollectiveSpend Consultancy LLC.","reviewedAt":"2026-10-21","evidenceStatus":"company-reported","url":"https://www.collectivespend.com/?utm_source=ai-native-index&utm_medium=referral&utm_campaign=outbound"}]},{"name":"Compound Law","profile":"https://ai-native-index-black.vercel.app/companies/compound-law","industry":"Law","type":"Service firm","category":"legal","operatingModel":"AI-native service","profileResearch":{"sections":[{"id":"offerings","title":"Services & capabilities","short":"Services","passages":[{"title":"Services and delivery","body":"Compound Law provides commercial legal work for technology businesses, combining named lawyers with AI-supported preparation and review. Its practice covers customer and supplier contracts, contract lifecycle management, privacy, digital regulation, employment and corporate transactions. Businesses can commission defined deliverables such as an MSA, DPA, contract review or compliance assessment, or engage an external or embedded legal team. The recurring model adds fractional general-counsel capacity as a company grows, including financing preparation, governance and international expansion. Work is scoped with an agreed price, timeline and revision allowance. A lawyer validates the output before delivery. The firm’s published client stories describe legal ownership through funding rounds and market entry; those client financings are separate from any financing of Compound itself.","sourceUrl":"https://compound.law/en-DE/","group":"offerings","reviewedAt":"2026-10-21","evidenceStatus":"company-reported"}],"claims":[]},{"id":"fit","title":"Clients & use cases","short":"Clients","passages":[],"claims":[]},{"id":"commercial","title":"Pricing & engagement","short":"Pricing","passages":[],"claims":[]},{"id":"technology","title":"Technology & delivery","short":"Technology","passages":[],"claims":[]},{"id":"evidence","title":"Evidence","short":"Evidence","passages":[],"claims":[]},{"id":"company","title":"Company","short":"Company","passages":[],"claims":[]}],"missing":["Customer segments and service coverage","Current pricing and contract terms","Security controls, data retention and model-training terms","Supported client systems and delivery responsibilities"],"facts":{"workType":"Legal services","headquarters":null,"founded":{"value":"2023","sourceUrl":"https://compound.law/en-DE/","sourceLabel":"Official company website · Organization data","reviewedAt":"2026-10-21"},"teamSize":null,"stage":null,"funding":null},"claims":[]},"presentation":[{"id":"offerings","title":"What Compound Law does","paragraphs":["Compound Law provides commercial legal work for technology businesses, combining named lawyers with AI-supported preparation and review. Its practice covers customer and supplier contracts, contract lifecycle management, privacy, digital regulation, employment and corporate transactions.","Businesses can commission defined deliverables such as an MSA, DPA, contract review or compliance assessment, or engage an external or embedded legal team. The recurring model adds fractional general-counsel capacity as a company grows, including financing preparation, governance and international expansion.","Work is scoped with an agreed price, timeline and revision allowance. A lawyer validates the output before delivery. The firm’s published client stories describe legal ownership through funding rounds and market entry; those client financings are separate from any financing of Compound itself."],"tags":["AI-native law firm","Commercial contracts","Contract management","GDPR","EU AI Act","Employment","Corporate governance","M&A","Financing support","Fractional general counsel"]},{"id":"differentiation","title":"Differentiation","paragraphs":[],"comparisons":[{"title":"Matter or ongoing team","description":"Fixed deliverables and recurring external or embedded teams provide different levels of legal capacity, rather than one uniform software subscription."},{"title":"Lawyer-validated execution","description":"The engagement includes responsibility for the legal work and review. The client does not simply receive a drafting interface to operate alone."}]},{"id":"commercial","title":"Pricing","paragraphs":["Published starting prices in EUR. Recurring-team prices differ between monthly and annual commitments."],"prices":[{"label":"Contract review and redlining","price":"From €750","detail":"Named lawyer, defined revisions and an agreed timeline."},{"label":"Framework or master agreement","price":"From €1,500","detail":"Scoped drafting engagement."},{"label":"External Team","price":"From €4,000 / month","detail":"Monthly commitment; the page also advertises an annual-commitment equivalent from €3,330 per month."},{"label":"Embedded Team","price":"From €7,000 / month","detail":"Monthly commitment; annual-commitment equivalent from €5,830 per month."}]},{"id":"company","title":"Company details","paragraphs":[]}],"description":"AI-native commercial legal services for business teams.","overview":"Compound Law provides commercial legal work for technology businesses, combining named lawyers with AI-supported preparation and review. Its practice covers customer and supplier contracts, contract lifecycle management, privacy, digital regulation, employment and corporate transactions. Businesses can commission defined deliverables such as an MSA, DPA, contract review or compliance assessment, or engage an external or embedded legal team. The recurring model adds fractional general-counsel capacity as a company grows, including financing preparation, governance and international expansion. Work is scoped with an agreed price, timeline and revision allowance. A lawyer validates the output before delivery. The firm’s published client stories describe legal ownership through funding rounds and market entry; those client financings are separate from any financing of Compound itself.","website":"https://compound.law/en-DE/?utm_source=ai-native-index&utm_medium=referral&utm_campaign=outbound","sourceReviewed":"2026-10-21","details":{"workType":"Legal services","headquarters":null,"founded":{"value":"2023","sourceUrl":"https://compound.law/en-DE/","sourceLabel":"Official company website · Organization data","reviewedAt":"2026-10-21"},"teamSize":null,"stage":null,"funding":null},"updates":{"news":[{"title":"Compound launches its AI-first law firm in Germany","url":"https://compound.law/en-DE/news/compound-launch/","date":"2026-01-10","observedAt":"2026-10-21","publisher":"Compound Law · Official announcement","type":"Launch"}],"jobs":[{"title":"GTM Lead","location":"Berlin, Germany","url":"https://compound.law/en-DE/careers/gtm-lead/","updatedAt":"2026-10-21","observedAt":"2026-10-21"},{"title":"Applied AI Engineer","location":"Berlin, Germany","url":"https://compound.law/en-DE/careers/applied-ai-engineer/","updatedAt":"2026-10-21","observedAt":"2026-10-21"}],"careersUrl":"https://compound.law/en-DE/company/#careers","jobsSourceUrl":"https://compound.law/en-DE/company/#careers","checkedAt":"2026-10-21"},"founders":{"people":[{"name":"Julian Jantze","role":"Founder & Lawyer","sourceUrl":"https://compound.law/en-DE/lawyers/julian-jantze/","image":"/people/compound-law-julianjantze.webp","imageSource":"https://compound.law/assets/images/team/julianjantze.webp","imageSourcePage":"https://compound.law/en-DE/","imageReviewedAt":"2026-10-21"},{"name":"Marko Bradic","role":"Co-founder & CEO"},{"name":"Mohit Tilwani","role":"Co-founder & CTO"}],"sourceUrl":"https://compound.law/en-DE/company/","reviewedAt":"2026-10-21"},"backers":null,"sources":[{"title":"Services and delivery","summary":"Compound Law provides commercial legal work for technology businesses, combining named lawyers with AI-supported preparation and review. 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Hardware selection and on-site capture are part of the service, distinguishing the operation from a software subscription that depends on the customer supplying all inspection data.","reviewedAt":"2026-10-21","evidenceStatus":"company-reported","url":"https://www.deepskyiq.com/?utm_source=ai-native-index&utm_medium=referral&utm_campaign=outbound"}]},{"name":"DigiEx Group","profile":"https://ai-native-index-black.vercel.app/companies/digiex-group","industry":"Technology","type":"Service firm","category":"engineering","operatingModel":"Service firm","profileResearch":{"sections":[{"id":"offerings","title":"Services & capabilities","short":"Services","passages":[{"title":"Services and delivery","body":"DigiEx Group is a Vietnam-based product studio combining software engineering with AI development and delivery. It builds web and mobile applications, SaaS products, backend systems and cloud infrastructure for startups and other technology clients. 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It builds web and mobile applications, SaaS products, backend systems and cloud infrastructure for startups and other technology clients. Its aiLabs service develops AI strategies, prototypes, agents and custom solutions around operational workflows. Product engagements move from an initial working prototype toward production, while the Tech Talent Hub supplies engineers and AI specialists who join the customer’s roadmap and tools. Venture Builder adds startup development support alongside the engineering services. The company combines product design, implementation and ongoing team capacity rather than offering only a model API or a one-off strategy presentation.","reviewedAt":"2026-10-21","evidenceStatus":"company-reported","url":"https://digiex-group.com/?utm_source=ai-native-index&utm_medium=referral&utm_campaign=outbound"}]},{"name":"Driven Lawyers","profile":"https://ai-native-index-black.vercel.app/companies/driven-lawyers","industry":"Law","type":"Service firm","category":"legal","operatingModel":"Service firm","profileResearch":{"sections":[{"id":"offerings","title":"Services & capabilities","short":"Services","passages":[{"title":"Services and delivery","body":"Driven Lawyers is an Amsterdam law firm focused on company disputes, intellectual property, contracts and liability. Its lawyers combine litigation and advisory work with an internal development team and the firm’s own Driven Drafter environment. 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Its lawyers combine litigation and advisory work with an internal development team and the firm’s own Driven Drafter environment. Driven Drafter supports legal-document preparation and connects factual and legal assertions with sources that can be checked. The firm uses that infrastructure for research and drafting while lawyers handle strategy, argument, negotiation and ethical scrutiny. The practice serves companies facing technical and international legal questions, including disputes where engineers or scientific experts are part of the work. It also recruits both legal and software talent, reflecting the operating model rather than treating technology as a separate self-serve product for clients.","website":"https://drivenlawyers.eu/?utm_source=ai-native-index&utm_medium=referral&utm_campaign=outbound","sourceReviewed":"2026-10-21","details":{"workType":"Legal services","headquarters":null,"founded":null,"teamSize":null,"stage":null,"funding":null},"updates":{"checkedAt":"2026-10-21","careersUrl":"https://drivenlawyers.eu/careers/","news":[],"jobs":[]},"founders":{"people":[{"name":"Arvid van Oorschot","role":"Co-founder","linkedin":"https://www.linkedin.com/in/arvid-van-oorschot-45a405b2/"},{"name":"Jelle Drok","role":"Co-founder","linkedin":"https://www.linkedin.com/in/jelle-drok-747ba740"}],"sourceUrl":"https://drivenlawyers.eu/about/","reviewedAt":"2026-10-21"},"backers":null,"sources":[{"title":"Services and delivery","summary":"Driven Lawyers is an Amsterdam law firm focused on company disputes, intellectual property, contracts and liability. 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Its team scopes the integration and ongoing support around the chosen workflow."],"tags":["WhatsApp Business","Customer support","Lead qualification","Appointments","Reminders","Order inquiries","Abandoned carts","Chatwoot handoff","ERP integrations"]},{"id":"differentiation","title":"Differentiation","paragraphs":[],"comparisons":[{"title":"Managed agent operation","description":"The delivery team configures and maintains the agent rather than handing the customer a generic chatbot builder."},{"title":"Existing channel and handoff","description":"The agent runs on the customer’s WhatsApp number and can pass context to a human, keeping automated and personal support in the same conversation."}]}],"description":"A managed WhatsApp service using AI agents for customer contact and sales.","overview":"EmovIA configures and operates WhatsApp agents for Brazilian businesses. 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Its team scopes the integration and ongoing support around the chosen workflow.","website":"https://www.emovia.com.br/?utm_source=ai-native-index&utm_medium=referral&utm_campaign=outbound","sourceReviewed":"2026-10-21","details":{"workType":"Customer support","headquarters":null,"founded":null,"teamSize":null,"stage":null,"funding":null},"updates":null,"founders":null,"backers":null,"sources":[{"title":"Services and delivery","summary":"EmovIA configures and operates WhatsApp agents for Brazilian businesses. The managed service covers customer questions, lead qualification, appointments and sales conversations, using the company’s products, information and tone. Clients keep their existing WhatsApp Business number. EmovIA sets up the agent, tests the workflow and maintains it after activation. Conversations can transfer to a person through Chatwoot with the history preserved when the inquiry requires human attention. 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Clients can combine a migration or modernization project with continuing management of the resulting environment."],"tags":["Cloud operations","Cloud security","VMware operations","AI operations","Remediation","Migration","Modernization","AI adoption","AI governance","Cost management"]},{"id":"differentiation","title":"Differentiation","paragraphs":[],"comparisons":[{"title":"Observe, run and change","description":"Assessment, managed operation and modernization are connected parts of the offering rather than separate handoffs to an implementation vendor."},{"title":"AI adoption within operations","description":"Governance and cost controls accompany deployments, linking the new workflow to the infrastructure and teams that maintain it."}]},{"id":"company","title":"Company details","paragraphs":[]}],"description":"AI-native managed cloud and IT operations through an operations engine.","overview":"Firemind runs cloud and IT operations through an AI-native operations engine, alongside modernization and AI-adoption services. 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Its published scope covers discovery, documentation and assessment, continuing operations, and changes to the underlying estate. Operational services include cloud security, VMware and environment management, AI operations and remediation. Build-and-change work includes migrations, modernization, environments and development data. AI adoption adds governed deployment, workflows, labs and cost management around tools such as Claude. The model connects the evidence needed to understand an estate with the team responsible for running and improving it. Clients can combine a migration or modernization project with continuing management of the resulting environment.","reviewedAt":"2026-10-21","evidenceStatus":"company-reported","url":"https://www.firemind.com/?utm_source=ai-native-index&utm_medium=referral&utm_campaign=outbound"}]},{"name":"Galaxy Digital","profile":"https://ai-native-index-black.vercel.app/companies/galaxy-digital","industry":"Technology","type":"Service firm","category":"managed-it","operatingModel":"Service firm","profileResearch":{"sections":[{"id":"offerings","title":"Services & capabilities","short":"Services","passages":[{"title":"Services and delivery","body":"Galaxy Digital FZ-LLC is a cloud-native managed-service provider centered on OpenShift, Kubernetes and GitOps. It designs, builds and operates private-cloud platforms for organizations in the Middle East, Africa and Europe. Its service pillars include platform engineering, agent-supported DevOps, infrastructure as code and security around the managed environment. Argo CD, Terraform and Ansible form part of the published engineering stack, connecting declared infrastructure with deployment and day-two operations. The team takes on continuing operation as well as design and implementation. Its agentic approach is directed at deployment, monitoring and remediation within those platforms, rather than a general office assistant. The company is the UAE cloud-services business, distinct from similarly named finance businesses.","sourceUrl":"https://galaxy-digital.ae/","group":"offerings","reviewedAt":"2026-10-21","evidenceStatus":"company-reported"}],"claims":[]},{"id":"fit","title":"Clients & use cases","short":"Clients","passages":[],"claims":[]},{"id":"commercial","title":"Pricing & engagement","short":"Pricing","passages":[],"claims":[]},{"id":"technology","title":"Technology & delivery","short":"Technology","passages":[],"claims":[]},{"id":"evidence","title":"Evidence","short":"Evidence","passages":[],"claims":[]},{"id":"company","title":"Company","short":"Company","passages":[],"claims":[]}],"missing":["Customer segments and service coverage","Current pricing and contract terms","Security controls, data retention and model-training terms","Supported client systems and delivery responsibilities"],"facts":{"workType":"IT operations & security","headquarters":{"value":"Ras Al Khaimah, United Arab Emirates","sourceUrl":"https://galaxy-digital.ae/","sourceLabel":"Galaxy Digital · Official company information","reviewedAt":"2026-10-19"},"founded":null,"teamSize":null,"stage":null,"funding":null},"claims":[]},"presentation":[{"id":"offerings","title":"What Galaxy Digital does","paragraphs":["Galaxy Digital FZ-LLC is a cloud-native managed-service provider centered on OpenShift, Kubernetes and GitOps. 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The company is the UAE cloud-services business, distinct from similarly named finance businesses."],"tags":["OpenShift","Kubernetes","GitOps","Argo CD","Private cloud","Infrastructure as code","Terraform","Ansible","Agentic DevOps","Platform security"]},{"id":"differentiation","title":"Differentiation","paragraphs":[],"comparisons":[{"title":"OpenShift specialization","description":"The service is built around operating cloud-native platforms, with GitOps and infrastructure-as-code workflows rather than a broad, unspecified AI consultancy."},{"title":"Build and continuing operation","description":"Private-cloud engineering and ongoing DevOps sit in the same managed relationship, including the operational work after initial deployment."}]},{"id":"company","title":"Company details","paragraphs":[]}],"description":"Managed OpenShift and cloud-native operations supported by agentic workflows.","overview":"Galaxy Digital FZ-LLC is a cloud-native managed-service provider centered on OpenShift, Kubernetes and GitOps. 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The company is the UAE cloud-services business, distinct from similarly named finance businesses.","website":"https://galaxy-digital.ae/?utm_source=ai-native-index&utm_medium=referral&utm_campaign=outbound","sourceReviewed":"2026-10-21","details":{"workType":"IT operations & security","headquarters":{"value":"Ras Al Khaimah, United Arab Emirates","sourceUrl":"https://galaxy-digital.ae/","sourceLabel":"Galaxy Digital · Official company information","reviewedAt":"2026-10-19"},"founded":null,"teamSize":null,"stage":null,"funding":null},"updates":null,"founders":{"people":[{"name":"Samira","role":"Founder & Manager"}],"sourceUrl":"https://galaxy-digital.ae/","reviewedAt":"2026-10-21"},"backers":null,"sources":[{"title":"Services and delivery","summary":"Galaxy Digital FZ-LLC is a cloud-native managed-service provider centered on OpenShift, Kubernetes and GitOps. It designs, builds and operates private-cloud platforms for organizations in the Middle East, Africa and Europe. Its service pillars include platform engineering, agent-supported DevOps, infrastructure as code and security around the managed environment. Argo CD, Terraform and Ansible form part of the published engineering stack, connecting declared infrastructure with deployment and day-two operations. The team takes on continuing operation as well as design and implementation. Its agentic approach is directed at deployment, monitoring and remediation within those platforms, rather than a general office assistant. The company is the UAE cloud-services business, distinct from similarly named finance businesses.","reviewedAt":"2026-10-21","evidenceStatus":"company-reported","url":"https://galaxy-digital.ae/?utm_source=ai-native-index&utm_medium=referral&utm_campaign=outbound"}]},{"name":"GetMax","profile":"https://ai-native-index-black.vercel.app/companies/getmax","industry":"Healthcare","type":"Service firm","category":"medical-billing","operatingModel":"Service firm","profileResearch":{"sections":[{"id":"offerings","title":"Services & capabilities","short":"Services","passages":[{"title":"Services and delivery","body":"GetMax combines revenue-cycle agents with healthcare billing specialists. Its published scope spans eligibility, prior authorization, coding, claims, denials, collections and accounts-receivable follow-up, connected through a practice portal. The coding workflow reads clinical material, proposes ICD-10 and CPT codes and applies further checks before claim preparation. Other workstreams address risk adjustment, payer responses and appeals, passing context between stages instead of relying only on disconnected worklists. The Practice Portal is available with the GetMax team or for an organization to operate itself. It brings claims, payment and AR information into one working view, with specialists handling the decisions that require human judgment. Proposals depend on claim volume, specialty mix and the actual work included.","sourceUrl":"https://www.getmaxhealthcare.com/","group":"offerings","reviewedAt":"2026-10-21","evidenceStatus":"company-reported"}],"claims":[]},{"id":"fit","title":"Clients & use cases","short":"Clients","passages":[],"claims":[]},{"id":"commercial","title":"Pricing & engagement","short":"Pricing","passages":[],"claims":[]},{"id":"technology","title":"Technology & delivery","short":"Technology","passages":[],"claims":[]},{"id":"evidence","title":"Evidence","short":"Evidence","passages":[],"claims":[]},{"id":"company","title":"Company","short":"Company","passages":[],"claims":[]}],"missing":["Customer segments and service coverage","Current pricing and contract terms","Security controls, data retention and model-training terms","Supported client systems and delivery responsibilities"],"facts":{"workType":"Healthcare revenue operations","headquarters":null,"founded":{"value":"2022","sourceUrl":"https://getmaxhealthcare.com/about","sourceLabel":"Official company website · Organization data","reviewedAt":"2026-10-21"},"teamSize":null,"stage":null,"funding":null},"claims":[]},"presentation":[{"id":"offerings","title":"What GetMax does","paragraphs":["GetMax combines revenue-cycle agents with healthcare billing specialists. Its published scope spans eligibility, prior authorization, coding, claims, denials, collections and accounts-receivable follow-up, connected through a practice portal.","The coding workflow reads clinical material, proposes ICD-10 and CPT codes and applies further checks before claim preparation. Other workstreams address risk adjustment, payer responses and appeals, passing context between stages instead of relying only on disconnected worklists.","The Practice Portal is available with the GetMax team or for an organization to operate itself. It brings claims, payment and AR information into one working view, with specialists handling the decisions that require human judgment. Proposals depend on claim volume, specialty mix and the actual work included."],"tags":["Eligibility","Prior authorization","Medical coding","Risk adjustment","Claim preparation","Denials","Appeals","Collections","AR follow-up","Practice portal"]},{"id":"differentiation","title":"Differentiation","paragraphs":[],"comparisons":[{"title":"Connected revenue cycle","description":"The offering links front-end eligibility and authorization with coding, submission and follow-up rather than only automating one billing task."},{"title":"Portal and managed delivery","description":"A practice can use the software with the service team or on its own, which changes who owns day-to-day billing execution."}]},{"id":"commercial","title":"Pricing","paragraphs":["Proposals are based on monthly claim volume, specialty mix and the agreed revenue-cycle scope."]},{"id":"company","title":"Company details","paragraphs":[]}],"description":"AI-native medical coding and managed revenue-cycle services.","overview":"GetMax combines revenue-cycle agents with healthcare billing specialists. Its published scope spans eligibility, prior authorization, coding, claims, denials, collections and accounts-receivable follow-up, connected through a practice portal. The coding workflow reads clinical material, proposes ICD-10 and CPT codes and applies further checks before claim preparation. Other workstreams address risk adjustment, payer responses and appeals, passing context between stages instead of relying only on disconnected worklists. The Practice Portal is available with the GetMax team or for an organization to operate itself. It brings claims, payment and AR information into one working view, with specialists handling the decisions that require human judgment. Proposals depend on claim volume, specialty mix and the actual work included.","website":"https://www.getmaxhealthcare.com/?utm_source=ai-native-index&utm_medium=referral&utm_campaign=outbound","sourceReviewed":"2026-10-21","details":{"workType":"Healthcare revenue operations","headquarters":null,"founded":{"value":"2022","sourceUrl":"https://getmaxhealthcare.com/about","sourceLabel":"Official company website · Organization data","reviewedAt":"2026-10-21"},"teamSize":null,"stage":null,"funding":null},"updates":{"checkedAt":"2026-10-21","careersUrl":"https://getmaxhealthcare.com/careers","news":[],"jobs":[]},"founders":{"people":[{"name":"Sriram Raghavan","role":"Company leadership","image":"/people/getmax-sriramraghavan.webp","imageSource":"https://www.getmaxhealthcare.com/sriram.png","imageSourcePage":"https://www.getmaxhealthcare.com/company/about-getmax","imageReviewedAt":"2026-10-21"}],"sourceUrl":"https://www.getmaxhealthcare.com/company/about-getmax","reviewedAt":"2026-10-21"},"backers":null,"sources":[{"title":"Services and delivery","summary":"GetMax combines revenue-cycle agents with healthcare billing specialists. Its published scope spans eligibility, prior authorization, coding, claims, denials, collections and accounts-receivable follow-up, connected through a practice portal. The coding workflow reads clinical material, proposes ICD-10 and CPT codes and applies further checks before claim preparation. Other workstreams address risk adjustment, payer responses and appeals, passing context between stages instead of relying only on disconnected worklists. The Practice Portal is available with the GetMax team or for an organization to operate itself. It brings claims, payment and AR information into one working view, with specialists handling the decisions that require human judgment. Proposals depend on claim volume, specialty mix and the actual work included.","reviewedAt":"2026-10-21","evidenceStatus":"company-reported","url":"https://www.getmaxhealthcare.com/?utm_source=ai-native-index&utm_medium=referral&utm_campaign=outbound"}]},{"name":"Headcount","profile":"https://ai-native-index-black.vercel.app/companies/headcount","industry":"Marketing","type":"Service firm","category":"marketing","operatingModel":"AI-native service","profileResearch":{"sections":[{"id":"offerings","title":"Services & capabilities","short":"Services","passages":[{"title":"Services and delivery","body":"Headcount is a managed marketing agency pairing human strategy with agents for recurring production and execution. Its work connects campaign planning, content, reporting and optimization around a continuing client program. An engagement establishes deliverables and capacity, with program management coordinating the work rather than treating every asset as a new standalone assignment. Agent-supported workflows retain brand history, audiences, review standards and prior campaign context for subsequent production. Monthly programs can include agreed content and incremental marketing requests within capacity. Paid media, printing, external production, specialist development and outside vendors are separately scoped, keeping the agency fee distinct from the costs of distributing or physically producing a campaign.","sourceUrl":"https://www.aiheadcount.com/","group":"offerings","reviewedAt":"2026-10-21","evidenceStatus":"company-reported"}],"claims":[]},{"id":"fit","title":"Clients & use cases","short":"Clients","passages":[],"claims":[]},{"id":"commercial","title":"Pricing & engagement","short":"Pricing","passages":[],"claims":[]},{"id":"technology","title":"Technology & delivery","short":"Technology","passages":[],"claims":[]},{"id":"evidence","title":"Evidence","short":"Evidence","passages":[],"claims":[]},{"id":"company","title":"Company","short":"Company","passages":[],"claims":[]}],"missing":["Customer segments and service coverage","Current pricing and contract terms","Security controls, data retention and model-training terms","Supported client systems and delivery responsibilities"],"facts":{"workType":"Search & marketing","headquarters":null,"founded":null,"teamSize":null,"stage":null,"funding":null},"claims":[]},"presentation":[{"id":"offerings","title":"What Headcount does","paragraphs":["Headcount is a managed marketing agency pairing human strategy with agents for recurring production and execution. Its work connects campaign planning, content, reporting and optimization around a continuing client program.","An engagement establishes deliverables and capacity, with program management coordinating the work rather than treating every asset as a new standalone assignment. Agent-supported workflows retain brand history, audiences, review standards and prior campaign context for subsequent production.","Monthly programs can include agreed content and incremental marketing requests within capacity. Paid media, printing, external production, specialist development and outside vendors are separately scoped, keeping the agency fee distinct from the costs of distributing or physically producing a campaign."],"tags":["Marketing strategy","Campaign planning","Content production","Program management","Reporting","Optimization","Brand context","Managed marketing"]},{"id":"differentiation","title":"Differentiation","paragraphs":[],"comparisons":[{"title":"An ongoing agency relationship","description":"Headcount provides the strategy, coordination and delivery team around the agents rather than a tool the customer has to staff."},{"title":"Program context across work","description":"The model connects planning, production and reporting so that repeated requests can use the same brand and campaign history."}]},{"id":"commercial","title":"Pricing","paragraphs":["Monthly programs are scoped after consultation around deliverables and capacity. Media, printing, production hard costs, specialist development and external vendors are separate."]}],"description":"An AI-native marketing agency pairing human strategy with agent-powered execution.","overview":"Headcount is a managed marketing agency pairing human strategy with agents for recurring production and execution. Its work connects campaign planning, content, reporting and optimization around a continuing client program. An engagement establishes deliverables and capacity, with program management coordinating the work rather than treating every asset as a new standalone assignment. Agent-supported workflows retain brand history, audiences, review standards and prior campaign context for subsequent production. Monthly programs can include agreed content and incremental marketing requests within capacity. Paid media, printing, external production, specialist development and outside vendors are separately scoped, keeping the agency fee distinct from the costs of distributing or physically producing a campaign.","website":"https://www.aiheadcount.com/?utm_source=ai-native-index&utm_medium=referral&utm_campaign=outbound","sourceReviewed":"2026-10-21","details":{"workType":"Search & marketing","headquarters":null,"founded":null,"teamSize":null,"stage":null,"funding":null},"updates":null,"founders":null,"backers":null,"sources":[{"title":"Services and delivery","summary":"Headcount is a managed marketing agency pairing human strategy with agents for recurring production and execution. Its work connects campaign planning, content, reporting and optimization around a continuing client program. An engagement establishes deliverables and capacity, with program management coordinating the work rather than treating every asset as a new standalone assignment. Agent-supported workflows retain brand history, audiences, review standards and prior campaign context for subsequent production. Monthly programs can include agreed content and incremental marketing requests within capacity. Paid media, printing, external production, specialist development and outside vendors are separately scoped, keeping the agency fee distinct from the costs of distributing or physically producing a campaign.","reviewedAt":"2026-10-21","evidenceStatus":"company-reported","url":"https://www.aiheadcount.com/?utm_source=ai-native-index&utm_medium=referral&utm_campaign=outbound"}]},{"name":"HechoX","profile":"https://ai-native-index-black.vercel.app/companies/hechox","industry":"Business operations","type":"Service firm","category":"business-operations","operatingModel":"Service firm","profileResearch":{"sections":[{"id":"offerings","title":"Services & capabilities","short":"Services","passages":[{"title":"Services and delivery","body":"HechoX carries out permits, compliance and repetitive operational work through an AI-supported service team. Its LATAM-focused model is aimed at businesses that need the process completed, rather than a software tool or a consulting report. The starting conversation identifies a workstream and the result required. Agents and technical infrastructure support the execution, while people handle judgment, exceptions and accountability for delivery. Published examples span administrative coordination and back-office processes. The company prices around results and the actual workstream. Its public comparisons provide indicative starting figures rather than a standardized menu with matching inclusions, so a specific engagement is scoped with the team. The distinction is responsibility for the finished operation, including the follow-through after a plan is proposed.","sourceUrl":"https://hechox.com/en","group":"offerings","reviewedAt":"2026-10-21","evidenceStatus":"company-reported"}],"claims":[]},{"id":"fit","title":"Clients & use cases","short":"Clients","passages":[],"claims":[]},{"id":"commercial","title":"Pricing & engagement","short":"Pricing","passages":[],"claims":[]},{"id":"technology","title":"Technology & delivery","short":"Technology","passages":[],"claims":[]},{"id":"evidence","title":"Evidence","short":"Evidence","passages":[],"claims":[]},{"id":"company","title":"Company","short":"Company","passages":[],"claims":[]}],"missing":["Customer segments and service coverage","Current pricing and contract terms","Security controls, data retention and model-training terms","Supported client systems and delivery responsibilities"],"facts":{"workType":"Service delivery","headquarters":null,"founded":null,"teamSize":null,"stage":null,"funding":null},"claims":[]},"presentation":[{"id":"offerings","title":"What HechoX does","paragraphs":["HechoX carries out permits, compliance and repetitive operational work through an AI-supported service team. Its LATAM-focused model is aimed at businesses that need the process completed, rather than a software tool or a consulting report.","The starting conversation identifies a workstream and the result required. Agents and technical infrastructure support the execution, while people handle judgment, exceptions and accountability for delivery. Published examples span administrative coordination and back-office processes.","The company prices around results and the actual workstream. Its public comparisons provide indicative starting figures rather than a standardized menu with matching inclusions, so a specific engagement is scoped with the team. The distinction is responsibility for the finished operation, including the follow-through after a plan is proposed."],"tags":["Permits","Compliance operations","Back office","Administrative coordination","Managed agents","Process execution","Exception handling"]},{"id":"differentiation","title":"Differentiation","paragraphs":[],"comparisons":[{"title":"Execution instead of advice alone","description":"HechoX takes on the operational work rather than ending at a recommendation for the client to implement."},{"title":"Defined workstreams","description":"Permits, compliance and back-office tasks are selected and scoped around an outcome, instead of providing an unrestricted general assistant."}]},{"id":"commercial","title":"Pricing","paragraphs":["The site describes result-based pricing, with a scoped proposal for the selected workstream."]}],"description":"AI-native operational services for permits, compliance and back-office work.","overview":"HechoX carries out permits, compliance and repetitive operational work through an AI-supported service team. Its LATAM-focused model is aimed at businesses that need the process completed, rather than a software tool or a consulting report. The starting conversation identifies a workstream and the result required. Agents and technical infrastructure support the execution, while people handle judgment, exceptions and accountability for delivery. Published examples span administrative coordination and back-office processes. The company prices around results and the actual workstream. Its public comparisons provide indicative starting figures rather than a standardized menu with matching inclusions, so a specific engagement is scoped with the team. The distinction is responsibility for the finished operation, including the follow-through after a plan is proposed.","website":"https://hechox.com/en?utm_source=ai-native-index&utm_medium=referral&utm_campaign=outbound","sourceReviewed":"2026-10-21","details":{"workType":"Service delivery","headquarters":null,"founded":null,"teamSize":null,"stage":null,"funding":null},"updates":null,"founders":{"people":[{"name":"Luis Armando Medina","role":"Founder","image":"/people/hechox-luisarmandomedina.webp","imageSource":"https://hechox.com/_next/image?url=https%3A%2F%2Fimages.ctfassets.net%2Fibosp4hyxjw5%2F6REqe5YOc1IbuxrS4IUAZ8%2Fe7e07e573bdd1fdb6b78c126e5b71538%2Farmin_perfil.png&w=96&q=75","imageSourcePage":"https://hechox.com/en/blog/5-operaciones-que-te-estan-comiendo-la-rentabilidad-y-nadie-te-dice-como-solucionarlas","imageReviewedAt":"2026-10-21"}],"sourceUrl":"https://hechox.com/en/founder","reviewedAt":"2026-10-21"},"backers":null,"sources":[{"title":"Services and delivery","summary":"HechoX carries out permits, compliance and repetitive operational work through an AI-supported service team. 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The distinction is responsibility for the finished operation, including the follow-through after a plan is proposed.","reviewedAt":"2026-10-21","evidenceStatus":"company-reported","url":"https://hechox.com/en?utm_source=ai-native-index&utm_medium=referral&utm_campaign=outbound"}]},{"name":"Imperium Solution","profile":"https://ai-native-index-black.vercel.app/companies/imperium-solution","industry":"Technology","type":"Service firm","category":"managed-it","operatingModel":"Service firm","profileResearch":{"sections":[{"id":"offerings","title":"Services & capabilities","short":"Services","passages":[{"title":"Services and delivery","body":"Imperium delivers and operates enterprise AI systems through its OLYMPUS unified command-center offering. Its professional and managed services connect workplace automation, cybersecurity, network operations, digital employee experience and service-desk workflows. ORACLE covers digital workers, private language-model platforms and physical AI modalities. AEGIS combines security detection and response, ARGUS supports network monitoring and remediation, and APOLLO focuses on endpoint experience and self-healing. The ATHENA and HERMES service teams assess requirements, design architecture, integrate systems and run operations under agreed service levels. The shared model, agent and data layer is intended to connect those domains rather than leave each implementation as an isolated pilot.","sourceUrl":"https://www.imperium.com.sg/","group":"offerings","reviewedAt":"2026-10-21","evidenceStatus":"company-reported"}],"claims":[]},{"id":"fit","title":"Clients & use cases","short":"Clients","passages":[],"claims":[]},{"id":"commercial","title":"Pricing & engagement","short":"Pricing","passages":[],"claims":[]},{"id":"technology","title":"Technology & delivery","short":"Technology","passages":[],"claims":[]},{"id":"evidence","title":"Evidence","short":"Evidence","passages":[],"claims":[]},{"id":"company","title":"Company","short":"Company","passages":[],"claims":[]}],"missing":["Customer segments and service coverage","Current pricing and contract terms","Security controls, data retention and model-training terms","Supported client systems and delivery responsibilities"],"facts":{"workType":"IT operations & security","headquarters":null,"founded":null,"teamSize":null,"stage":null,"funding":null},"claims":[]},"presentation":[{"id":"offerings","title":"What Imperium Solution does","paragraphs":["Imperium delivers and operates enterprise AI systems through its OLYMPUS unified command-center offering. Its professional and managed services connect workplace automation, cybersecurity, network operations, digital employee experience and service-desk workflows.","ORACLE covers digital workers, private language-model platforms and physical AI modalities. AEGIS combines security detection and response, ARGUS supports network monitoring and remediation, and APOLLO focuses on endpoint experience and self-healing.","The ATHENA and HERMES service teams assess requirements, design architecture, integrate systems and run operations under agreed service levels. The shared model, agent and data layer is intended to connect those domains rather than leave each implementation as an isolated pilot."],"tags":["Service desk","Cyber security","Network operations","Digital experience","Managed IT","Agentic operations"]}],"description":"An agentic command platform delivered with professional and managed IT services.","overview":"Imperium delivers and operates enterprise AI systems through its OLYMPUS unified command-center offering. Its professional and managed services connect workplace automation, cybersecurity, network operations, digital employee experience and service-desk workflows. ORACLE covers digital workers, private language-model platforms and physical AI modalities. AEGIS combines security detection and response, ARGUS supports network monitoring and remediation, and APOLLO focuses on endpoint experience and self-healing. The ATHENA and HERMES service teams assess requirements, design architecture, integrate systems and run operations under agreed service levels. The shared model, agent and data layer is intended to connect those domains rather than leave each implementation as an isolated pilot.","website":"https://www.imperium.com.sg/?utm_source=ai-native-index&utm_medium=referral&utm_campaign=outbound","sourceReviewed":"2026-10-21","details":{"workType":"IT operations & security","headquarters":null,"founded":null,"teamSize":null,"stage":null,"funding":null},"updates":null,"founders":null,"backers":null,"sources":[{"title":"Services and delivery","summary":"Imperium delivers and operates enterprise AI systems through its OLYMPUS unified command-center offering. Its professional and managed services connect workplace automation, cybersecurity, network operations, digital employee experience and service-desk workflows. 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The shared model, agent and data layer is intended to connect those domains rather than leave each implementation as an isolated pilot.","reviewedAt":"2026-10-21","evidenceStatus":"company-reported","url":"https://www.imperium.com.sg/?utm_source=ai-native-index&utm_medium=referral&utm_campaign=outbound"}]},{"name":"Juciva","profile":"https://ai-native-index-black.vercel.app/companies/juciva","industry":"Sales and support","type":"Service firm","category":"customer-support","operatingModel":"Service firm","profileResearch":{"sections":[{"id":"offerings","title":"Services & capabilities","short":"Services","passages":[{"title":"Services and delivery","body":"Juciva builds and operates Spanish-language voice agents for inbound and outbound business calls. Its use cases include answering questions, qualifying inquiries, booking appointments, following up quotations and transferring a caller to an adviser. The team configures the agent using the business’s information and connects it with calendars, CRMs or other API-enabled systems. A completed interaction can create a calendar event, record a summary in the CRM or notify a salesperson, instead of leaving a conversation disconnected from the next task. Implementation begins with an operational audit, followed by configuration, integration and testing. Published examples cover clinics, real estate, insurance, schools and restaurants. The work is delivered as a managed implementation with ongoing support, rather than requiring the business to build its own telephony stack.","sourceUrl":"https://juciva.com/es","group":"offerings","reviewedAt":"2026-10-21","evidenceStatus":"company-reported"}],"claims":[]},{"id":"fit","title":"Clients & use cases","short":"Clients","passages":[],"claims":[]},{"id":"commercial","title":"Pricing & engagement","short":"Pricing","passages":[],"claims":[]},{"id":"technology","title":"Technology & delivery","short":"Technology","passages":[],"claims":[]},{"id":"evidence","title":"Evidence","short":"Evidence","passages":[],"claims":[]},{"id":"company","title":"Company","short":"Company","passages":[],"claims":[]}],"missing":["Customer segments and service coverage","Current pricing and contract terms","Security controls, data retention and model-training terms","Supported client systems and delivery responsibilities"],"facts":{"workType":"Customer support","headquarters":null,"founded":null,"teamSize":null,"stage":null,"funding":null},"claims":[]},"presentation":[{"id":"offerings","title":"What Juciva does","paragraphs":["Juciva builds and operates Spanish-language voice agents for inbound and outbound business calls. Its use cases include answering questions, qualifying inquiries, booking appointments, following up quotations and transferring a caller to an adviser.","The team configures the agent using the business’s information and connects it with calendars, CRMs or other API-enabled systems. A completed interaction can create a calendar event, record a summary in the CRM or notify a salesperson, instead of leaving a conversation disconnected from the next task.","Implementation begins with an operational audit, followed by configuration, integration and testing. Published examples cover clinics, real estate, insurance, schools and restaurants. The work is delivered as a managed implementation with ongoing support, rather than requiring the business to build its own telephony stack."],"tags":["Voice agents","Inbound calls","Outbound calls","Appointments","Lead qualification","Quotation follow-up","CRM updates","Calendar integration","Human transfers"]},{"id":"differentiation","title":"Differentiation","paragraphs":[],"comparisons":[{"title":"Calls connected to actions","description":"Booking, CRM updates and follow-up connect the voice conversation with the customer’s actual operating systems."},{"title":"Managed implementation","description":"Juciva configures and integrates the workflow for the business, distinguishing it from an API-only voice platform."}]}],"description":"Managed inbound and outbound AI voice agents for Latin American businesses.","overview":"Juciva builds and operates Spanish-language voice agents for inbound and outbound business calls. Its use cases include answering questions, qualifying inquiries, booking appointments, following up quotations and transferring a caller to an adviser. The team configures the agent using the business’s information and connects it with calendars, CRMs or other API-enabled systems. A completed interaction can create a calendar event, record a summary in the CRM or notify a salesperson, instead of leaving a conversation disconnected from the next task. Implementation begins with an operational audit, followed by configuration, integration and testing. Published examples cover clinics, real estate, insurance, schools and restaurants. The work is delivered as a managed implementation with ongoing support, rather than requiring the business to build its own telephony stack.","website":"https://juciva.com/es?utm_source=ai-native-index&utm_medium=referral&utm_campaign=outbound","sourceReviewed":"2026-10-21","details":{"workType":"Customer support","headquarters":null,"founded":null,"teamSize":null,"stage":null,"funding":null},"updates":null,"founders":null,"backers":null,"sources":[{"title":"Services and delivery","summary":"Juciva builds and operates Spanish-language voice agents for inbound and outbound business calls. Its use cases include answering questions, qualifying inquiries, booking appointments, following up quotations and transferring a caller to an adviser. The team configures the agent using the business’s information and connects it with calendars, CRMs or other API-enabled systems. A completed interaction can create a calendar event, record a summary in the CRM or notify a salesperson, instead of leaving a conversation disconnected from the next task. Implementation begins with an operational audit, followed by configuration, integration and testing. Published examples cover clinics, real estate, insurance, schools and restaurants. The work is delivered as a managed implementation with ongoing support, rather than requiring the business to build its own telephony stack.","reviewedAt":"2026-10-21","evidenceStatus":"company-reported","url":"https://juciva.com/es?utm_source=ai-native-index&utm_medium=referral&utm_campaign=outbound"}]},{"name":"Kairos Health","profile":"https://ai-native-index-black.vercel.app/companies/kairos-health","industry":"Healthcare","type":"Service firm","category":"medical-billing","operatingModel":"AI-led hybrid","profileResearch":{"sections":[{"id":"offerings","title":"Services & capabilities","short":"Services","passages":[{"title":"Services and delivery","body":"Kairos Health combines revenue-cycle specialists with agents covering the path from patient access to payment. Its full-service scope includes eligibility, benefits, prior authorization, documentation, coding and charges, claims and recovery work. The front-end workflow addresses treatment readiness before a service is billed. Subsequent work checks the documented services and coding, submits claims and follows the payer response, with a shared view of revenue and outstanding accounts. The company also offers focused work around prior authorization and financial leakage, allowing a practice to start with an operational gap rather than necessarily replace every billing function. Human specialists remain responsible for exceptions and judgment while agents carry forward the repetitive processing and context.","sourceUrl":"https://kairosagents.ai/healthcare/solutions/revenue-cycle","group":"offerings","reviewedAt":"2026-10-21","evidenceStatus":"company-reported"}],"claims":[]},{"id":"fit","title":"Clients & use cases","short":"Clients","passages":[],"claims":[]},{"id":"commercial","title":"Pricing & engagement","short":"Pricing","passages":[],"claims":[]},{"id":"technology","title":"Technology & delivery","short":"Technology","passages":[],"claims":[]},{"id":"evidence","title":"Evidence","short":"Evidence","passages":[],"claims":[]},{"id":"company","title":"Company","short":"Company","passages":[],"claims":[]}],"missing":["Customer segments and service coverage","Current pricing and contract terms","Security controls, data retention and model-training terms","Supported client systems and delivery responsibilities"],"facts":{"workType":"Healthcare revenue operations","headquarters":null,"founded":null,"teamSize":null,"stage":null,"funding":{"value":"Lightspeed-backed; amount undisclosed","sourceUrl":"https://kairosagents.ai/company","sourceLabel":"Official company website","reviewedAt":"2026-10-19"}},"claims":[]},"presentation":[{"id":"offerings","title":"What Kairos Health does","paragraphs":["Kairos Health combines revenue-cycle specialists with agents covering the path from patient access to payment. Its full-service scope includes eligibility, benefits, prior authorization, documentation, coding and charges, claims and recovery work.","The front-end workflow addresses treatment readiness before a service is billed. Subsequent work checks the documented services and coding, submits claims and follows the payer response, with a shared view of revenue and outstanding accounts.","The company also offers focused work around prior authorization and financial leakage, allowing a practice to start with an operational gap rather than necessarily replace every billing function. Human specialists remain responsible for exceptions and judgment while agents carry forward the repetitive processing and context."],"tags":["Patient access","Eligibility","Benefits verification","Prior authorization","Clinical documentation","Coding","Claims","Revenue recovery","AR follow-up","Financial leakage"]},{"id":"differentiation","title":"Differentiation","paragraphs":[],"comparisons":[{"title":"Connected authorization and billing","description":"Prior authorization and treatment readiness are linked to downstream claims and payment work, rather than operating as unrelated queues."},{"title":"Full service or focused recovery","description":"The published offering includes both an end-to-end revenue cycle and targeted workstreams around authorization or missed revenue."}]},{"id":"company","title":"Company details","paragraphs":[]}],"description":"A revenue-cycle service covering patient access through final payment.","overview":"Kairos Health combines revenue-cycle specialists with agents covering the path from patient access to payment. Its full-service scope includes eligibility, benefits, prior authorization, documentation, coding and charges, claims and recovery work. The front-end workflow addresses treatment readiness before a service is billed. Subsequent work checks the documented services and coding, submits claims and follows the payer response, with a shared view of revenue and outstanding accounts. The company also offers focused work around prior authorization and financial leakage, allowing a practice to start with an operational gap rather than necessarily replace every billing function. Human specialists remain responsible for exceptions and judgment while agents carry forward the repetitive processing and context.","website":"https://kairosagents.ai/healthcare/solutions/revenue-cycle?utm_source=ai-native-index&utm_medium=referral&utm_campaign=outbound","sourceReviewed":"2026-10-21","details":{"workType":"Healthcare revenue operations","headquarters":null,"founded":null,"teamSize":null,"stage":null,"funding":{"value":"Lightspeed-backed; amount undisclosed","sourceUrl":"https://kairosagents.ai/company","sourceLabel":"Official company website","reviewedAt":"2026-10-19"}},"updates":null,"founders":{"people":[{"name":"Shuvi Shrivastava","role":"Co-founder & CEO"},{"name":"Sohil Bhagat","role":"Co-founder & CPO"}],"sourceUrl":"https://kairosagents.ai/healthcare/company","reviewedAt":"2026-10-21"},"backers":{"names":["Lightspeed Venture Partners"],"sourceUrl":"https://kairosagents.ai/healthcare/company","attribution":"Kairos · Company page","fundingSummary":"Kairos identifies Lightspeed Venture Partners among its backers.","fundingSourceUrl":"https://kairosagents.ai/healthcare/company","reviewedAt":"2026-10-21"},"sources":[{"title":"Services and delivery","summary":"Kairos Health combines revenue-cycle specialists with agents covering the path from patient access to payment. Its full-service scope includes eligibility, benefits, prior authorization, documentation, coding and charges, claims and recovery work. The front-end workflow addresses treatment readiness before a service is billed. Subsequent work checks the documented services and coding, submits claims and follows the payer response, with a shared view of revenue and outstanding accounts. The company also offers focused work around prior authorization and financial leakage, allowing a practice to start with an operational gap rather than necessarily replace every billing function. Human specialists remain responsible for exceptions and judgment while agents carry forward the repetitive processing and context.","reviewedAt":"2026-10-21","evidenceStatus":"company-reported","url":"https://kairosagents.ai/healthcare/solutions/revenue-cycle?utm_source=ai-native-index&utm_medium=referral&utm_campaign=outbound"}]},{"name":"Kanri no Pro","profile":"https://ai-native-index-black.vercel.app/companies/kanri-no-pro","industry":"Business operations","type":"Service firm","category":"accounting","operatingModel":"Service firm","profileResearch":{"sections":[{"id":"offerings","title":"Services & capabilities","short":"Services","passages":[{"title":"Services and delivery","body":"Kanri no Pro combines back-office outsourcing with AI implementation for Japanese companies. Its professional teams take responsibility for accounting, finance, labor administration and general affairs while improving the workflows they operate. Engagements combine a project manager, BPO operators and an AI manager. The team first takes over the recurring work, then standardizes it and builds automation around the actual process. Services include bookkeeping operations, process visualization and re-engineering, back-office AI training and administrative hiring support. The model allows clients to bring improved processes back in-house after implementation rather than requiring permanent outsourcing. AI training and the AI Manager program also develop internal capability, connecting process improvement with the people who will run the function.","sourceUrl":"https://www.kanri-pro.com/","group":"offerings","reviewedAt":"2026-10-21","evidenceStatus":"company-reported"}],"claims":[]},{"id":"fit","title":"Clients & use cases","short":"Clients","passages":[],"claims":[]},{"id":"commercial","title":"Pricing & engagement","short":"Pricing","passages":[],"claims":[]},{"id":"technology","title":"Technology & delivery","short":"Technology","passages":[],"claims":[]},{"id":"evidence","title":"Evidence","short":"Evidence","passages":[],"claims":[]},{"id":"company","title":"Company","short":"Company","passages":[],"claims":[]}],"missing":["Customer segments and service coverage","Current pricing and contract terms","Security controls, data retention and model-training terms","Supported client systems and delivery responsibilities"],"facts":{"workType":"Accounting, tax & financial close","headquarters":null,"founded":null,"teamSize":null,"stage":null,"funding":null},"claims":[]},"presentation":[{"id":"offerings","title":"What Kanri no Pro does","paragraphs":["Kanri no Pro combines back-office outsourcing with AI implementation for Japanese companies. Its professional teams take responsibility for accounting, finance, labor administration and general affairs while improving the workflows they operate.","Engagements combine a project manager, BPO operators and an AI manager. The team first takes over the recurring work, then standardizes it and builds automation around the actual process. Services include bookkeeping operations, process visualization and re-engineering, back-office AI training and administrative hiring support.","The model allows clients to bring improved processes back in-house after implementation rather than requiring permanent outsourcing. AI training and the AI Manager program also develop internal capability, connecting process improvement with the people who will run the function."],"tags":["Back-office BPO","Accounting","Finance operations","Labor administration","Process redesign","AI operations"]}],"description":"AI-supported back-office BPO combining accounting and operational professionals.","overview":"Kanri no Pro combines back-office outsourcing with AI implementation for Japanese companies. Its professional teams take responsibility for accounting, finance, labor administration and general affairs while improving the workflows they operate. Engagements combine a project manager, BPO operators and an AI manager. The team first takes over the recurring work, then standardizes it and builds automation around the actual process. Services include bookkeeping operations, process visualization and re-engineering, back-office AI training and administrative hiring support. The model allows clients to bring improved processes back in-house after implementation rather than requiring permanent outsourcing. AI training and the AI Manager program also develop internal capability, connecting process improvement with the people who will run the function.","website":"https://www.kanri-pro.com/?utm_source=ai-native-index&utm_medium=referral&utm_campaign=outbound","sourceReviewed":"2026-10-21","details":{"workType":"Accounting, tax & financial close","headquarters":null,"founded":null,"teamSize":null,"stage":null,"funding":null},"updates":null,"founders":null,"backers":null,"sources":[{"title":"Services and delivery","summary":"Kanri no Pro combines back-office outsourcing with AI implementation for Japanese companies. Its professional teams take responsibility for accounting, finance, labor administration and general affairs while improving the workflows they operate. Engagements combine a project manager, BPO operators and an AI manager. The team first takes over the recurring work, then standardizes it and builds automation around the actual process. Services include bookkeeping operations, process visualization and re-engineering, back-office AI training and administrative hiring support. The model allows clients to bring improved processes back in-house after implementation rather than requiring permanent outsourcing. AI training and the AI Manager program also develop internal capability, connecting process improvement with the people who will run the function.","reviewedAt":"2026-10-21","evidenceStatus":"company-reported","url":"https://www.kanri-pro.com/?utm_source=ai-native-index&utm_medium=referral&utm_campaign=outbound"}]},{"name":"Kim","profile":"https://ai-native-index-black.vercel.app/companies/kim","industry":"Sales and support","type":"Service firm","category":"customer-support","operatingModel":"AI-native service","profileResearch":{"sections":[{"id":"offerings","title":"Services & capabilities","short":"Services","passages":[{"title":"Services and delivery","body":"Kim runs managed customer support using an AI toolkit and trained CX professionals called Sentinels. The team implements, trains and quality-checks the system, then takes over conversations requiring human judgment. The product layer includes a helpdesk, live chat, copilot and performance tools connected with commerce, shipping and CRM systems. AI can handle routine tickets while Sentinels govern exceptions, maintain the knowledge and assess the quality of resolutions. The engagement includes onboarding and a named service owner, with customer communication through a dedicated support relationship. Its commercial unit is a resolved ticket rather than only software seats, connecting the platform with the people delivering support outcomes.","sourceUrl":"https://kim.cc/","group":"offerings","reviewedAt":"2026-10-21","evidenceStatus":"company-reported"}],"claims":[]},{"id":"fit","title":"Clients & use cases","short":"Clients","passages":[],"claims":[]},{"id":"commercial","title":"Pricing & engagement","short":"Pricing","passages":[],"claims":[]},{"id":"technology","title":"Technology & delivery","short":"Technology","passages":[],"claims":[]},{"id":"evidence","title":"Evidence","short":"Evidence","passages":[],"claims":[]},{"id":"company","title":"Company","short":"Company","passages":[],"claims":[]}],"missing":["Customer segments and service coverage","Current pricing and contract terms","Security controls, data retention and model-training terms","Supported client systems and delivery responsibilities"],"facts":{"workType":"Customer support","headquarters":null,"founded":null,"teamSize":null,"stage":null,"funding":null},"claims":[]},"presentation":[{"id":"offerings","title":"What Kim does","paragraphs":["Kim runs managed customer support using an AI toolkit and trained CX professionals called Sentinels. The team implements, trains and quality-checks the system, then takes over conversations requiring human judgment.","The product layer includes a helpdesk, live chat, copilot and performance tools connected with commerce, shipping and CRM systems. AI can handle routine tickets while Sentinels govern exceptions, maintain the knowledge and assess the quality of resolutions.","The engagement includes onboarding and a named service owner, with customer communication through a dedicated support relationship. Its commercial unit is a resolved ticket rather than only software seats, connecting the platform with the people delivering support outcomes."],"tags":["Customer support","Helpdesk","Live chat","AI copilot","Quality assurance","Human escalation","Commerce integrations","CRM integrations","Resolved-ticket delivery"]},{"id":"differentiation","title":"Differentiation","paragraphs":[],"comparisons":[{"title":"Operation around the AI","description":"Sentinels implement and supervise the system, making Kim a managed support service rather than only a helpdesk add-on."},{"title":"Resolution-based scope","description":"The published price bundles tooling, implementation and supervision around resolved tickets, distinct from licensing a chatbot for a customer to operate."}]},{"id":"commercial","title":"Pricing","paragraphs":["Published starting price for the managed support offering."],"prices":[{"label":"Managed support","price":"From $0.70 / resolved ticket","detail":"Includes the AI toolkit, Sentinel implementation and supervision, and support through a CSM and Slack channel."}]}],"description":"Customer-support outsourcing combining AI tools with trained CX professionals.","overview":"Kim runs managed customer support using an AI toolkit and trained CX professionals called Sentinels. The team implements, trains and quality-checks the system, then takes over conversations requiring human judgment. The product layer includes a helpdesk, live chat, copilot and performance tools connected with commerce, shipping and CRM systems. AI can handle routine tickets while Sentinels govern exceptions, maintain the knowledge and assess the quality of resolutions. The engagement includes onboarding and a named service owner, with customer communication through a dedicated support relationship. Its commercial unit is a resolved ticket rather than only software seats, connecting the platform with the people delivering support outcomes.","website":"https://kim.cc/?utm_source=ai-native-index&utm_medium=referral&utm_campaign=outbound","sourceReviewed":"2026-10-21","details":{"workType":"Customer support","headquarters":null,"founded":null,"teamSize":null,"stage":null,"funding":null},"updates":null,"founders":{"people":[{"name":"Sachin Jaiswal","role":"Founder & CEO","image":"/people/kim-sachinjaiswal.webp","imageSource":"https://kim.cc/_next/image/?url=%2Fsachin.png&w=640&q=75","imageSourcePage":"https://kim.cc/about-us/","imageReviewedAt":"2026-10-21"},{"name":"Kaushik Barodiya","role":"Founder & CTO","image":"/people/kim-kaushikbarodiya.webp","imageSource":"https://kim.cc/_next/image/?url=%2Fkaushik.png&w=640&q=75","imageSourcePage":"https://kim.cc/about-us/","imageReviewedAt":"2026-10-21"},{"name":"Phani Yedavilli","role":"Founder & CBO","image":"/people/kim-phaniyedavilli.webp","imageSource":"https://kim.cc/_next/image/?url=%2Fphani.png&w=640&q=75","imageSourcePage":"https://kim.cc/about-us/","imageReviewedAt":"2026-10-21"}],"sourceUrl":"https://kim.cc/about-us/","reviewedAt":"2026-10-21"},"backers":null,"sources":[{"title":"Services and delivery","summary":"Kim runs managed customer support using an AI toolkit and trained CX professionals called Sentinels. The team implements, trains and quality-checks the system, then takes over conversations requiring human judgment. The product layer includes a helpdesk, live chat, copilot and performance tools connected with commerce, shipping and CRM systems. AI can handle routine tickets while Sentinels govern exceptions, maintain the knowledge and assess the quality of resolutions. The engagement includes onboarding and a named service owner, with customer communication through a dedicated support relationship. Its commercial unit is a resolved ticket rather than only software seats, connecting the platform with the people delivering support outcomes.","reviewedAt":"2026-10-21","evidenceStatus":"company-reported","url":"https://kim.cc/?utm_source=ai-native-index&utm_medium=referral&utm_campaign=outbound"}]},{"name":"Lina Law","profile":"https://ai-native-index-black.vercel.app/companies/lina-law","industry":"Law","type":"Service firm","category":"legal","operatingModel":"AI-native service","profileResearch":{"sections":[{"id":"offerings","title":"Services & capabilities","short":"Services","passages":[{"title":"Services and delivery","body":"Lina coordinates business legal work through senior regulated lawyers and AI-supported preparation. Its published use cases span company formation, fundraising, equity plans, commercial agreements, intellectual property, regulatory compliance and international expansion. For a financing or incorporation, a named lawyer coordinates the legal documents and the work leading to completion, including founders’ terms, ownership, governance and filings where applicable. Clients approve the scope, fixed fee and timing before work begins. Lina is a technology company operating through a lawyer network, so its platform role is distinct from the regulated professional responsible for a matter. Its workflows are organized around the business outcome, such as closing a round or completing an agreement, rather than giving the client an unreviewed generated document.","sourceUrl":"https://www.lina.law/en","group":"offerings","reviewedAt":"2026-10-21","evidenceStatus":"company-reported"}],"claims":[]},{"id":"fit","title":"Clients & use cases","short":"Clients","passages":[],"claims":[]},{"id":"commercial","title":"Pricing & engagement","short":"Pricing","passages":[],"claims":[]},{"id":"technology","title":"Technology & delivery","short":"Technology","passages":[],"claims":[]},{"id":"evidence","title":"Evidence","short":"Evidence","passages":[],"claims":[]},{"id":"company","title":"Company","short":"Company","passages":[],"claims":[]}],"missing":["Customer segments and service coverage","Current pricing and contract terms","Security controls, data retention and model-training terms","Supported client systems and delivery responsibilities"],"facts":{"workType":"Legal services","headquarters":null,"founded":null,"teamSize":null,"stage":null,"funding":null},"claims":[]},"presentation":[{"id":"offerings","title":"What Lina Law does","paragraphs":["Lina coordinates business legal work through senior regulated lawyers and AI-supported preparation. Its published use cases span company formation, fundraising, equity plans, commercial agreements, intellectual property, regulatory compliance and international expansion.","For a financing or incorporation, a named lawyer coordinates the legal documents and the work leading to completion, including founders’ terms, ownership, governance and filings where applicable. Clients approve the scope, fixed fee and timing before work begins.","Lina is a technology company operating through a lawyer network, so its platform role is distinct from the regulated professional responsible for a matter. Its workflows are organized around the business outcome, such as closing a round or completing an agreement, rather than giving the client an unreviewed generated document."],"tags":["AI-native legal services","Company formation","Shareholder agreements","Fundraising","Equity plans","Commercial contracts","Intellectual property","Regulatory compliance","International expansion"]},{"id":"differentiation","title":"Differentiation","paragraphs":[],"comparisons":[{"title":"Platform and regulated lawyer","description":"The company coordinates delivery through a network; the named lawyer carries the professional role in the engagement."},{"title":"Fixed-fee business matters","description":"Scope and price are agreed around the matter, combining AI-supported preparation with senior review instead of a self-serve drafting subscription."}]},{"id":"commercial","title":"Pricing","paragraphs":["A fixed fee, scope and timeline are approved before the matter begins."]}],"description":"Technology-supported business legal services through a network of regulated lawyers.","overview":"Lina coordinates business legal work through senior regulated lawyers and AI-supported preparation. Its published use cases span company formation, fundraising, equity plans, commercial agreements, intellectual property, regulatory compliance and international expansion. For a financing or incorporation, a named lawyer coordinates the legal documents and the work leading to completion, including founders’ terms, ownership, governance and filings where applicable. Clients approve the scope, fixed fee and timing before work begins. Lina is a technology company operating through a lawyer network, so its platform role is distinct from the regulated professional responsible for a matter. Its workflows are organized around the business outcome, such as closing a round or completing an agreement, rather than giving the client an unreviewed generated document.","website":"https://www.lina.law/en?utm_source=ai-native-index&utm_medium=referral&utm_campaign=outbound","sourceReviewed":"2026-10-21","details":{"workType":"Legal services","headquarters":null,"founded":null,"teamSize":null,"stage":null,"funding":null},"updates":{"jobs":[],"news":[{"title":"Hexa introduces Lina Law and its founding team","url":"https://media.hexa.com/p/european-founders-need-a-base-in","date":"2026-10-09","publisher":"Hexa","type":"Company launch","image":"/news/lina-law-hexaintroduceslinalawanditsfoundingteam.webp","imageSource":"https://substackcdn.com/image/fetch/$s_!5kzV!,w_1200,h_675,c_fill,f_jpg,q_auto:good,fl_progressive:steep,g_auto/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F70ce1102-cc18-4f08-a57b-c3eb7a6b9bed_1456x970.png","imageSourcePage":"https://media.hexa.com/p/european-founders-need-a-base-in","imageReviewedAt":"2026-10-21"}],"checkedAt":"2026-10-21"},"founders":{"people":[{"name":"Franck-Victor Laurant","role":"Co-founder"},{"name":"Cyrille De Baerdemaeker","role":"Co-founder","image":"/people/lina-law-cyrilledebaerdemaeker-official.webp","imageSource":"https://www.lina.law/assets/cyrille-de-baerdemaeker-960-ClT7aOLg.webp","imageSourcePage":"https://www.lina.law/en/team","imageReviewedAt":"2026-10-21"},{"name":"Alexandre Cys","role":"Co-founder"}],"sourceUrl":"https://www.hexa.com/companies/lina-law","reviewedAt":"2026-10-21"},"backers":{"names":["Hexa"],"sourceUrl":"https://www.lina.law/en","attribution":"Lina · Homepage backer identification","reviewedAt":"2026-10-21"},"sources":[{"title":"Services and delivery","summary":"Lina coordinates business legal work through senior regulated lawyers and AI-supported preparation. Its published use cases span company formation, fundraising, equity plans, commercial agreements, intellectual property, regulatory compliance and international expansion. For a financing or incorporation, a named lawyer coordinates the legal documents and the work leading to completion, including founders’ terms, ownership, governance and filings where applicable. Clients approve the scope, fixed fee and timing before work begins. Lina is a technology company operating through a lawyer network, so its platform role is distinct from the regulated professional responsible for a matter. Its workflows are organized around the business outcome, such as closing a round or completing an agreement, rather than giving the client an unreviewed generated document.","reviewedAt":"2026-10-21","evidenceStatus":"company-reported","url":"https://www.lina.law/en?utm_source=ai-native-index&utm_medium=referral&utm_campaign=outbound"}]},{"name":"Longstep Property Solutions","profile":"https://ai-native-index-black.vercel.app/companies/longstep-property-solutions","industry":"Business operations","type":"Service firm","category":"property-operations","operatingModel":"Service firm","profileResearch":{"sections":[{"id":"offerings","title":"Services & capabilities","short":"Services","passages":[{"title":"Services and delivery","body":"Longstep Property Solutions manages long-term rentals and short-term stays in Memphis, combining a local service team with agents for market research, underwriting and leasing coordination. Maintenance and cleaning form part of the physical operating service. Its agents monitor public rental listings, asking rents and changes in the local market to prepare property analyses. A property underwriting can compare a long-term rental approach with short-term projections where appropriate, showing the underlying comparable data. Leasing workflows connect prospect follow-up, showings, feedback and application progress, with an agent-prepared brief for the team. People supervise the output and make decisions affecting properties and residents. The offering is an on-the-ground manager supported by software, rather than a remote analytics product alone.","sourceUrl":"https://www.staywithlps.com/ai-native-property-management","group":"offerings","reviewedAt":"2026-10-21","evidenceStatus":"company-reported"}],"claims":[]},{"id":"fit","title":"Clients & use cases","short":"Clients","passages":[],"claims":[]},{"id":"commercial","title":"Pricing & engagement","short":"Pricing","passages":[],"claims":[]},{"id":"technology","title":"Technology & delivery","short":"Technology","passages":[],"claims":[]},{"id":"evidence","title":"Evidence","short":"Evidence","passages":[],"claims":[]},{"id":"company","title":"Company","short":"Company","passages":[],"claims":[]}],"missing":["Customer segments and service coverage","Current pricing and contract terms","Security controls, data retention and model-training terms","Supported client systems and delivery responsibilities"],"facts":{"workType":"Service delivery","headquarters":null,"founded":null,"teamSize":null,"stage":null,"funding":null},"claims":[]},"presentation":[{"id":"offerings","title":"What Longstep Property Solutions does","paragraphs":["Longstep Property Solutions manages long-term rentals and short-term stays in Memphis, combining a local service team with agents for market research, underwriting and leasing coordination. Maintenance and cleaning form part of the physical operating service.","Its agents monitor public rental listings, asking rents and changes in the local market to prepare property analyses. A property underwriting can compare a long-term rental approach with short-term projections where appropriate, showing the underlying comparable data.","Leasing workflows connect prospect follow-up, showings, feedback and application progress, with an agent-prepared brief for the team. People supervise the output and make decisions affecting properties and residents. The offering is an on-the-ground manager supported by software, rather than a remote analytics product alone."],"tags":["Property management","Long-term rentals","Short-term rentals","Market research","Property underwriting","Leasing follow-up","Showings","Maintenance","Cleaning","Owner reporting"]},{"id":"differentiation","title":"Differentiation","paragraphs":[],"comparisons":[{"title":"Local execution","description":"The company handles property operations and resident-facing work, including maintenance, instead of only providing a rental-data dashboard."},{"title":"Market evidence in operations","description":"Listings and comparable data feed underwriting and leasing work, connecting analysis with the team managing the property."}]},{"id":"commercial","title":"Pricing","paragraphs":["The site advertises management at 8% for long-term rentals and 10% for short-term/Airbnb management."],"prices":[{"label":"Long-term management","price":"8%","detail":"Published management rate; additional fees and service terms are described in the company’s fee schedule."},{"label":"Short-term management","price":"10%","detail":"Published Airbnb/short-term management rate."}]}],"description":"Property management combining local operations with AI-supported workflows.","overview":"Longstep Property Solutions manages long-term rentals and short-term stays in Memphis, combining a local service team with agents for market research, underwriting and leasing coordination. 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Practices can use individual products or the connected billing service, with reporting and account support suited to their size. The model combines billing professionals with task-specific automation across the claim-to-payment workflow.","website":"https://medbill.com.au/?utm_source=ai-native-index&utm_medium=referral&utm_campaign=outbound","sourceReviewed":"2026-10-21","details":{"workType":"Healthcare revenue operations","headquarters":{"value":"Brisbane, Australia","sourceUrl":"https://abr.business.gov.au/ABN/View/58135003002","sourceLabel":"Australian Business Register","reviewedAt":"2026-10-19"},"founded":{"value":"2008","sourceUrl":"https://medbill.com.au/about/","sourceLabel":"Company or investor announcement","reviewedAt":"2026-10-21"},"teamSize":null,"stage":null,"funding":null},"updates":null,"founders":null,"backers":null,"sources":[{"title":"Services and delivery","summary":"Medbill provides medical billing and revenue-cycle services for Australian specialists, practices and hospitals. Its team handles claim submission, follow-up and reconciliation, supported by connected products for quoting, payments and compliance checks. Clara checks claims against MBS rules before submission. SmartSubmit supports mobile billing intake, EasyQuote manages digital gap quotes and informed financial consent, and GapCollect handles patient gap payments. The service also covers health-fund registration, billing audits and work alongside a clinic’s own staff. Practices can use individual products or the connected billing service, with reporting and account support suited to their size. The model combines billing professionals with task-specific automation across the claim-to-payment workflow.","reviewedAt":"2026-10-21","evidenceStatus":"company-reported","url":"https://medbill.com.au/?utm_source=ai-native-index&utm_medium=referral&utm_campaign=outbound"}]},{"name":"Medroid","profile":"https://ai-native-index-black.vercel.app/companies/medroid","industry":"Healthcare","type":"Software","category":"medical-billing","operatingModel":"AI-led hybrid","profileResearch":{"sections":[{"id":"offerings","title":"Services & capabilities","short":"Services","passages":[{"title":"Services and delivery","body":"Medroid supports the administrative and coordination work around independent medical practices. Its Cowork workspace connects chart information with tasks such as lab-result preparation, referrals, prior authorization, follow-up, recalls and pre-visit planning. 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Responsibilities and included work are defined during onboarding, including the distinction between the practice’s reviewers and a managed delivery team.","website":"https://medroid.ai/?utm_source=ai-native-index&utm_medium=referral&utm_campaign=outbound","sourceReviewed":"2026-10-21","details":{"workType":"Healthcare revenue operations","headquarters":{"value":"Newark, Delaware, United States","sourceUrl":"https://medroid.ai/contact-us","sourceLabel":"Medroid · Official company information","reviewedAt":"2026-10-19"},"founded":null,"teamSize":null,"stage":null,"funding":null},"updates":null,"founders":{"people":[{"name":"Raja Mohan","role":"Co-founder","linkedin":"https://www.linkedin.com/in/drrmohan"}],"sourceUrl":"https://in.linkedin.com/jobs/view/growth-marketing-manager-at-medroid-ai-4283163154","reviewedAt":"2026-10-21"},"backers":null,"sources":[{"title":"Services and delivery","summary":"Medroid supports the administrative and coordination work around independent medical practices. 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Its published scope spans SaaS and AI businesses, professional services and manufacturing, with pricing treated as a continuing operating process rather than a one-time strategy presentation."],"tags":["Pricing research","List-price strategy","Packaging","Discount guardrails","Deal strategy","Market monitoring","Pricing architects","Approval workflows"]},{"id":"differentiation","title":"Differentiation","paragraphs":[],"comparisons":[{"title":"Research joined to pricing action","description":"The product prepares concrete proposals and monitors context, going beyond a static market-research report."},{"title":"Approval remains with the customer","description":"Pricing recommendations and reviewed guardrails inform decisions; agents do not imply unrestricted authority to change the business’s prices."}]}],"description":"Pricing-management software paired with experts and ongoing AI research.","overview":"Mondrio combines agents and pricing specialists to manage B2B pricing decisions. 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Its published scope spans SaaS and AI businesses, professional services and manufacturing, with pricing treated as a continuing operating process rather than a one-time strategy presentation.","website":"https://www.mondrio.io/?utm_source=ai-native-index&utm_medium=referral&utm_campaign=outbound","sourceReviewed":"2026-10-21","details":{"workType":"Software application","headquarters":null,"founded":null,"teamSize":null,"stage":null,"funding":null},"updates":null,"founders":{"people":[{"name":"Joep Van Den Nieuwenhoff","role":"Co-founder, Europe","linkedin":"https://www.linkedin.com/in/joep-van-den-nieuwenhoff-7b544413"},{"name":"Manon Jacquin","role":"Co-founder"}],"sourceUrl":"https://www.linkedin.com/posts/joep-van-den-nieuwenhoff-7b544413_pricing-can-be-your-number-one-competitive-activity-7429450833274036224-o3BA","reviewedAt":"2026-10-21"},"backers":null,"sources":[{"title":"Services and delivery","summary":"Mondrio combines agents and pricing specialists to manage B2B pricing decisions. 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Its published scope spans SaaS and AI businesses, professional services and manufacturing, with pricing treated as a continuing operating process rather than a one-time strategy presentation.","reviewedAt":"2026-10-21","evidenceStatus":"company-reported","url":"https://www.mondrio.io/?utm_source=ai-native-index&utm_medium=referral&utm_campaign=outbound"}]},{"name":"Moritz","profile":"https://ai-native-index-black.vercel.app/companies/moritz","industry":"Law","type":"Service firm","category":"legal","operatingModel":"AI-native service","profileResearch":{"sections":[{"id":"offerings","title":"Services & capabilities","short":"Services","passages":[{"title":"Services and delivery","body":"Moritz provides business legal work through attorneys supported by purpose-built software. Companies and in-house teams can submit a commercial matter, receive a fixed quote and have the firm handle drafting, review or negotiation. 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Moritz describes its law firm as incorporated in California; technology and management arrangements are separate from the regulated legal entity, so a funding announcement is not treated as underwriting capital or a client legal fee."],"tags":["AI-native law firm","Commercial contracts","Contract drafting","Contract review","Negotiation","In-house support","Business counsel","Fixed-fee matters","Enterprise volume"]},{"id":"differentiation","title":"Differentiation","paragraphs":[],"comparisons":[{"title":"A legal engagement","description":"Clients retain attorneys to complete a matter rather than buying a drafting assistant for their own team to operate."},{"title":"Scope-based fees","description":"Contract length, source paper and volume shape published prices, making the engagement more specific than a single headline “AI legal” subscription."}]},{"id":"commercial","title":"Pricing","paragraphs":["Published fees in USD, depending on contract length and whose paper is used. 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Moritz describes its law firm as incorporated in California; technology and management arrangements are separate from the regulated legal entity, so a funding announcement is not treated as underwriting capital or a client legal fee.","reviewedAt":"2026-10-21","evidenceStatus":"company-reported","url":"https://www.moritzlegal.com/?utm_source=ai-native-index&utm_medium=referral&utm_campaign=outbound"}]},{"name":"Mujab AI","profile":"https://ai-native-index-black.vercel.app/companies/mujab-ai","industry":"Sales and support","type":"Service firm","category":"customer-support","operatingModel":"Service firm","profileResearch":{"sections":[{"id":"offerings","title":"Services & capabilities","short":"Services","passages":[{"title":"Services and delivery","body":"Mujab AI builds and operates agents and automations for Saudi businesses. Its core service lines are WhatsApp customer support and sales, voice calls, custom operational systems and answer-engine optimization. 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The leadership team’s earlier roles at platform-services companies describe their professional history, not ownership or investment relationships with Naitiv."],"tags":["ServiceNow","Orbit Managed Services","Platform administration","Integrations","Platform health","Agentic workflows","Enterprise architecture","Governance","Continuous improvement"]},{"id":"differentiation","title":"Differentiation","paragraphs":[],"comparisons":[{"title":"Platform operation plus improvement","description":"Orbit combines administration with a continuing worklist of improvements, rather than only a maintenance queue."},{"title":"ServiceNow-centered delivery","description":"The work is grounded in the customer’s enterprise platform, architecture and governance rather than a general-purpose agent application."}]}],"description":"AI-native ServiceNow delivery and ongoing platform management.","overview":"Naitiv is a ServiceNow consultancy combining platform strategy, implementation and AI-native managed services. 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The leadership team’s earlier roles at platform-services companies describe their professional history, not ownership or investment relationships with Naitiv.","reviewedAt":"2026-10-21","evidenceStatus":"company-reported","url":"https://naitiv.com/what-we-do/managed-services?utm_source=ai-native-index&utm_medium=referral&utm_campaign=outbound"}]},{"name":"Nexiu","profile":"https://ai-native-index-black.vercel.app/companies/nexiu","industry":"Recruiting","type":"Software","category":"recruiting","operatingModel":"Software company","profileResearch":{"sections":[{"id":"offerings","title":"Services & capabilities","short":"Services","passages":[{"title":"Services and delivery","body":"Nexiu supports high-volume recruiting for frontline and operational roles. Agents engage candidates through the employer’s WhatsApp number and bring applications from social channels, job portals and company pages into a common pipeline. 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Automation supports the routine parts of the claim cycle, while people work exceptions, denials and appeals that need further investigation. The service is organized around pursuing payment, rather than only producing a risk score or a worklist for the practice. The published specialty and payer scope is discussed during onboarding. Its team works through outstanding claims and payer exceptions, connecting follow-up and appeals with the practice’s revenue-cycle process.","sourceUrl":"https://openbilling.ai/","group":"offerings","reviewedAt":"2026-10-21","evidenceStatus":"company-reported"}],"claims":[]},{"id":"fit","title":"Clients & use cases","short":"Clients","passages":[],"claims":[]},{"id":"commercial","title":"Pricing & engagement","short":"Pricing","passages":[],"claims":[]},{"id":"technology","title":"Technology & delivery","short":"Technology","passages":[],"claims":[]},{"id":"evidence","title":"Evidence","short":"Evidence","passages":[],"claims":[]},{"id":"company","title":"Company","short":"Company","passages":[],"claims":[]}],"missing":["Customer segments and service coverage","Current pricing and contract terms","Security controls, data retention and model-training terms","Supported client systems and delivery responsibilities"],"facts":{"workType":"Healthcare revenue operations","headquarters":null,"founded":null,"teamSize":null,"stage":null,"funding":null},"claims":[]},"presentation":[{"id":"offerings","title":"What OpenBilling does","paragraphs":["OpenBilling is a medical-billing partner combining automated claims work with expert billers. 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The recruiting process then identifies and screens candidates, introducing a shortlist that the employer can assess rather than leaving it with an unfiltered database. The published customer scope includes first-time India hiring, growth-stage teams and organizations establishing a global capability center. Recruiters manage the context and conversations that require judgment, while automation supports repeated research, outreach and process work.","reviewedAt":"2026-10-21","evidenceStatus":"company-reported","url":"https://www.recrew.ai/?utm_source=ai-native-index&utm_medium=referral&utm_campaign=outbound"}]},{"name":"Relio","profile":"https://ai-native-index-black.vercel.app/companies/relio","industry":"Healthcare","type":"Service firm","category":"medical-billing","operatingModel":"Service firm","profileResearch":{"sections":[{"id":"offerings","title":"Services & capabilities","short":"Services","passages":[{"title":"Services and delivery","body":"Relio connects the healthcare revenue cycle through agents for benefits verification, coding and claim scrubbing, followed by the work needed to move a claim through payer systems. The platform preserves context across the cycle rather than treating each task as an isolated queue. 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The managed arrangement and the platform license therefore place different operational responsibility with the provider and the customer.","website":"https://www.relio.solutions/?utm_source=ai-native-index&utm_medium=referral&utm_campaign=outbound","sourceReviewed":"2026-10-21","details":{"workType":"Healthcare revenue operations","headquarters":null,"founded":null,"teamSize":null,"stage":null,"funding":null},"updates":null,"founders":null,"backers":null,"sources":[{"title":"Services and delivery","summary":"Relio connects the healthcare revenue cycle through agents for benefits verification, coding and claim scrubbing, followed by the work needed to move a claim through payer systems. The platform preserves context across the cycle rather than treating each task as an isolated queue. The first-pass workflow assembles benefit information, proposes medical coding and checks claims against payer rules before submission. 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The co-founders combine legal training with product and operational work, organizing the practice around clearer scope and delivery rather than leaving the business to turn an AI answer into a completed legal task.","website":"https://rhett.legal/?utm_source=ai-native-index&utm_medium=referral&utm_campaign=outbound","sourceReviewed":"2026-10-21","details":{"workType":"Legal services","headquarters":{"value":"Jodhpur, India","sourceUrl":"https://rhett.legal/about-us","sourceLabel":"Official company website","reviewedAt":"2026-10-19"},"founded":null,"teamSize":null,"stage":null,"funding":null},"updates":null,"founders":{"people":[{"name":"Rupal Mathur","role":"Co-founder","image":"/people/rhett-legal-rupalmathur.webp","imageSource":"https://rhett.legal/assets/rupal_mathur-DTeWSwXI.png","imageSourcePage":"https://rhett.legal/about-us","imageReviewedAt":"2026-10-21"},{"name":"Swastik Grover","role":"Co-founder","image":"/people/rhett-legal-swastikgrover.webp","imageSource":"https://rhett.legal/assets/swastik_grover-DituLS82.png","imageSourcePage":"https://rhett.legal/about-us","imageReviewedAt":"2026-10-21"}],"sourceUrl":"https://rhett.legal/about-us","reviewedAt":"2026-10-21"},"backers":null,"sources":[{"title":"Services and delivery","summary":"Rhett Legal provides business legal and compliance work in India using AI-supported intake and preparation with advocate review. Its stated audience includes businesses in smaller cities seeking more accessible legal execution. The service catalogue includes commercial documents, company and ownership agreements, privacy and data-protection work, workplace POSH requirements, trademark support and AI-related compliance assessments. A customer is routed to a defined service rather than receiving only general legal information. Advocates review the material and handle execution and follow-up. The co-founders combine legal training with product and operational work, organizing the practice around clearer scope and delivery rather than leaving the business to turn an AI answer into a completed legal task.","reviewedAt":"2026-10-21","evidenceStatus":"company-reported","url":"https://rhett.legal/?utm_source=ai-native-index&utm_medium=referral&utm_campaign=outbound"}]},{"name":"RizFlow","profile":"https://ai-native-index-black.vercel.app/companies/rizflow","industry":"Business operations","type":"Service firm","category":"engineering","operatingModel":"Service firm","profileResearch":{"sections":[{"id":"offerings","title":"Services & capabilities","short":"Services","passages":[{"title":"Services and delivery","body":"RizFlow builds and operates custom AI agents for business administration. It begins with workflow discovery, identifying repetitive steps before configuring the agents and connecting them to existing systems. 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Monthly packages vary by agent count, automation scope and support level, giving smaller businesses an implementation-and-operations service rather than a DIY automation builder.","reviewedAt":"2026-10-21","evidenceStatus":"company-reported","url":"https://www.rizflow.co/?utm_source=ai-native-index&utm_medium=referral&utm_campaign=outbound"}]},{"name":"SBL","profile":"https://ai-native-index-black.vercel.app/companies/sbl","industry":"Business operations","type":"Service firm","category":"engineering","operatingModel":"Service firm","profileResearch":{"sections":[{"id":"offerings","title":"Services & capabilities","short":"Services","passages":[{"title":"Services and delivery","body":"SBL designs and operates AI-enabled systems for governments, enterprises and public institutions. Its work combines engineering, process transformation, data intelligence and managed operations for complex, often regulated workflows. Services include AI engineering and automation, human-reviewed managed AI operations, GIS, BIM, LiDAR and digital-twin systems. Its products include Actigen for governed workflow automation, eParliament for civic processes and Smart Credentials for digital records and verification. An engagement can cover workflow design, platform development, data integration, AI governance and ongoing operation under service levels. SBL applies this approach across public services, finance, healthcare, logistics, energy and institutional knowledge collections, building on its longer history in digital transformation.","sourceUrl":"https://www.sblcorp.com/","group":"offerings","reviewedAt":"2026-10-21","evidenceStatus":"company-reported"}],"claims":[]},{"id":"fit","title":"Clients & use cases","short":"Clients","passages":[],"claims":[]},{"id":"commercial","title":"Pricing & engagement","short":"Pricing","passages":[],"claims":[]},{"id":"technology","title":"Technology & delivery","short":"Technology","passages":[],"claims":[]},{"id":"evidence","title":"Evidence","short":"Evidence","passages":[],"claims":[]},{"id":"company","title":"Company","short":"Company","passages":[],"claims":[]}],"missing":["Customer segments and service coverage","Current pricing and contract terms","Security controls, data retention and model-training terms","Supported client systems and delivery responsibilities"],"facts":{"workType":"Software & AI engineering","headquarters":null,"founded":{"value":"2005","sourceUrl":"https://www.gopakumarpillai.com/md-ceo-sbl-knowledge-services-pvt-ltd/","sourceLabel":"Company or investor announcement","reviewedAt":"2026-10-21"},"teamSize":null,"stage":null,"funding":null},"claims":[]},"presentation":[{"id":"offerings","title":"What SBL does","paragraphs":["SBL designs and operates AI-enabled systems for governments, enterprises and public institutions. Its work combines engineering, process transformation, data intelligence and managed operations for complex, often regulated workflows.","Services include AI engineering and automation, human-reviewed managed AI operations, GIS, BIM, LiDAR and digital-twin systems. Its products include Actigen for governed workflow automation, eParliament for civic processes and Smart Credentials for digital records and verification.","An engagement can cover workflow design, platform development, data integration, AI governance and ongoing operation under service levels. SBL applies this approach across public services, finance, healthcare, logistics, energy and institutional knowledge collections, building on its longer history in digital transformation."],"tags":["AI engineering","Managed AI operations","Process transformation","Governance","Workflow automation","Spatial intelligence"]},{"id":"company","title":"Company details","paragraphs":[]}],"description":"Governed AI systems and managed workflows for complex institutions.","overview":"SBL designs and operates AI-enabled systems for governments, enterprises and public institutions. Its work combines engineering, process transformation, data intelligence and managed operations for complex, often regulated workflows. Services include AI engineering and automation, human-reviewed managed AI operations, GIS, BIM, LiDAR and digital-twin systems. Its products include Actigen for governed workflow automation, eParliament for civic processes and Smart Credentials for digital records and verification. An engagement can cover workflow design, platform development, data integration, AI governance and ongoing operation under service levels. SBL applies this approach across public services, finance, healthcare, logistics, energy and institutional knowledge collections, building on its longer history in digital transformation.","website":"https://www.sblcorp.com/?utm_source=ai-native-index&utm_medium=referral&utm_campaign=outbound","sourceReviewed":"2026-10-21","details":{"workType":"Software & AI engineering","headquarters":null,"founded":{"value":"2005","sourceUrl":"https://www.gopakumarpillai.com/md-ceo-sbl-knowledge-services-pvt-ltd/","sourceLabel":"Company or investor announcement","reviewedAt":"2026-10-21"},"teamSize":null,"stage":null,"funding":null},"updates":null,"founders":{"people":[{"name":"Gopakumar Pillai","role":"Founder & Managing Director"}],"sourceUrl":"https://www.gopakumarpillai.com/md-ceo-sbl-knowledge-services-pvt-ltd/","reviewedAt":"2026-10-21"},"backers":null,"sources":[{"title":"Services and delivery","summary":"SBL designs and operates AI-enabled systems for governments, enterprises and public institutions. Its work combines engineering, process transformation, data intelligence and managed operations for complex, often regulated workflows. Services include AI engineering and automation, human-reviewed managed AI operations, GIS, BIM, LiDAR and digital-twin systems. Its products include Actigen for governed workflow automation, eParliament for civic processes and Smart Credentials for digital records and verification. An engagement can cover workflow design, platform development, data integration, AI governance and ongoing operation under service levels. SBL applies this approach across public services, finance, healthcare, logistics, energy and institutional knowledge collections, building on its longer history in digital transformation.","reviewedAt":"2026-10-21","evidenceStatus":"company-reported","url":"https://www.sblcorp.com/?utm_source=ai-native-index&utm_medium=referral&utm_campaign=outbound"}]},{"name":"Scan Ninja","profile":"https://ai-native-index-black.vercel.app/companies/scan-ninja","industry":"Technology","type":"Service firm","category":"managed-it","operatingModel":"Service firm","profileResearch":{"sections":[{"id":"offerings","title":"Services & capabilities","short":"Services","passages":[{"title":"Services and delivery","body":"Scan Ninja supports vulnerability management and compliance-readiness work for defense, space, energy, healthcare and other sensitive-data organizations. Its platform connects discovery and analysis with managed remediation and evidence of completed fixes. The published service lines include SOC 2 readiness, CMMC readiness and managed vulnerability remediation. The goal is to move from a finding to a verified change, rather than only produce a scan report for the customer to resolve independently. Organizations can engage around a compliance requirement or a security-operating gap. The product and service scope include AI-supported analysis, engineering and control evidence, while an independent audit or assessment remains a separate professional function.","sourceUrl":"https://scanninja.ai/","group":"offerings","reviewedAt":"2026-10-21","evidenceStatus":"company-reported"}],"claims":[]},{"id":"fit","title":"Clients & use cases","short":"Clients","passages":[],"claims":[]},{"id":"commercial","title":"Pricing & engagement","short":"Pricing","passages":[],"claims":[]},{"id":"technology","title":"Technology & delivery","short":"Technology","passages":[],"claims":[]},{"id":"evidence","title":"Evidence","short":"Evidence","passages":[],"claims":[]},{"id":"company","title":"Company","short":"Company","passages":[],"claims":[]}],"missing":["Customer segments and service coverage","Current pricing and contract terms","Security controls, data retention and model-training terms","Supported client systems and delivery responsibilities"],"facts":{"workType":"IT operations & security","headquarters":{"value":"Houston, Texas, United States","sourceUrl":"https://scanninja.ai/about","sourceLabel":"Scan Ninja · Official company information","reviewedAt":"2026-10-19"},"founded":null,"teamSize":null,"stage":null,"funding":null},"claims":[]},"presentation":[{"id":"offerings","title":"What Scan Ninja does","paragraphs":["Scan Ninja supports vulnerability management and compliance-readiness work for defense, space, energy, healthcare and other sensitive-data organizations. Its platform connects discovery and analysis with managed remediation and evidence of completed fixes.","The published service lines include SOC 2 readiness, CMMC readiness and managed vulnerability remediation. The goal is to move from a finding to a verified change, rather than only produce a scan report for the customer to resolve independently.","Organizations can engage around a compliance requirement or a security-operating gap. The product and service scope include AI-supported analysis, engineering and control evidence, while an independent audit or assessment remains a separate professional function."],"tags":["Vulnerability management","Security scanning","Managed remediation","SOC 2 readiness","CMMC readiness","Control evidence","AI security analysis","Sensitive-data industries"]},{"id":"differentiation","title":"Differentiation","paragraphs":[],"comparisons":[{"title":"Remediation beyond detection","description":"The offering links vulnerabilities with managed fixes and evidence, rather than ending with a list of findings."},{"title":"Readiness work around controls","description":"SOC 2 and CMMC services concern preparation and implementation; they do not make the platform an independent certifying authority."}]},{"id":"company","title":"Company details","paragraphs":[]}],"description":"AI-supported vulnerability management and compliance operations.","overview":"Scan Ninja supports vulnerability management and compliance-readiness work for defense, space, energy, healthcare and other sensitive-data organizations. 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Career Site Studio supports the candidate-facing experience, while workflows cover conversational applications, events, CRM, onboarding and surveys. Integrations connect the assistant with systems including Workday and SAP SuccessFactors. Recruiters and managers use the automation to reduce scheduling and follow-up work while continuing the human interview and selection process. Use cases include restaurant, retail, healthcare, logistics and franchise hiring. Paradox became part of Workday in October 2025. Its candidate-experience agent complements Workday Recruiting and HiredScore, while supporting conversational applications, screening and interview coordination for frontline and high-volume hiring.","website":"https://www.paradox.ai/?utm_source=ai-native-index&utm_medium=referral&utm_campaign=outbound","sourceReviewed":"2026-10-21","details":{"workType":"Recruiting & talent","headquarters":null,"founded":null,"teamSize":null,"stage":{"value":"Acquired by Workday","sourceUrl":"https://investor.workday.com/news-and-events/press-releases/news-details/2025/Workday-Completes-Acquisition-of-Paradox-10-01-2025/default.aspx","sourceLabel":"Company or investor announcement","reviewedAt":"2026-10-21"},"funding":null},"updates":{"jobs":[],"news":[{"title":"Workday completes acquisition of Paradox","url":"https://investor.workday.com/news-and-events/press-releases/news-details/2025/Workday-Completes-Acquisition-of-Paradox-10-01-2025/default.aspx","date":"2025-10-01","publisher":"Workday","type":"Acquisition"}],"checkedAt":"2026-10-21"},"founders":{"people":[{"name":"Adam Godson","role":"CEO, Paradox"},{"name":"Aaron Matos","role":"Founder","sourceUrl":"https://www.stripes.co/investments/paradox"}],"sourceUrl":"https://investor.workday.com/news-and-events/press-releases/news-details/2025/Workday-Completes-Acquisition-of-Paradox-10-01-2025/default.aspx","reviewedAt":"2026-10-21"},"backers":{"names":["Stripes"],"sourceUrl":"https://www.stripes.co/investments/paradox","reviewedAt":"2026-10-21","attribution":"Published by the company or named investor","fundingSummary":"Stripes identifies Paradox as a historical growth investment dating from 2021. Workday acquired Paradox in October 2025.","fundingSourceUrl":"https://www.stripes.co/investments/paradox"},"sources":[{"title":"Services and delivery","summary":"Paradox provides conversational hiring software centered on Olivia, its AI assistant. The platform automates candidate communication, application steps and scheduling, with a particular focus on mobile-first frontline hiring. Employers can use its Conversational ATS or add the Candidate Experience Agent to an existing system of record. Career Site Studio supports the candidate-facing experience, while workflows cover conversational applications, events, CRM, onboarding and surveys. Integrations connect the assistant with systems including Workday and SAP SuccessFactors. Recruiters and managers use the automation to reduce scheduling and follow-up work while continuing the human interview and selection process. Use cases include restaurant, retail, healthcare, logistics and franchise hiring. Paradox became part of Workday in October 2025. Its candidate-experience agent complements Workday Recruiting and HiredScore, while supporting conversational applications, screening and interview coordination for frontline and high-volume hiring.","reviewedAt":"2026-10-21","evidenceStatus":"company-reported","url":"https://www.paradox.ai/?utm_source=ai-native-index&utm_medium=referral&utm_campaign=outbound"}]},{"name":"SeekOut","profile":"https://ai-native-index-black.vercel.app/companies/seekout","industry":"Recruiting","type":"Software","category":"recruiting","operatingModel":"AI software","profileResearch":{"sections":[{"id":"offerings","title":"Services & capabilities","short":"Services","passages":[{"title":"Services and delivery","body":"SeekOut provides sourcing, applicant evaluation and AI screening for recruiting teams. It searches external profiles and the employer’s own ATS, helping recruiters identify both new prospects and suitable past applicants. Teams define role criteria and evaluation rubrics, then review ranked candidates with supporting reasoning. Talent insights inform the search, while personalized outreach and screening workflows help move suitable candidates toward an interview. The same capabilities can be used in SeekOut or through its MCP connection within supported AI assistants. Its AI Coworker is presented in early access for delegated recruiting tasks. 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Teams use the resulting information to coordinate trades, investigate bottlenecks, report progress and support payment applications. Customers can capture sites themselves or use Buildots’ managed Capture Services. Buildots Field adds workforce, safety and logistics information. 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Project teams collect footage using 360-degree cameras, drones or laser scans, and the platform compares the site record with the building model and schedule.","The analysis tracks installation and progress at element level, identifies deviations and forecasts delay risk. Teams use the resulting information to coordinate trades, investigate bottlenecks, report progress and support payment applications.","Customers can capture sites themselves or use Buildots’ managed Capture Services. Buildots Field adds workforce, safety and logistics information. 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It supplies a specialist platform for executing and governing the process rather than acting as a purchasing consultancy or assuming the customer’s commercial authority."],"tags":["Procurement orchestration","Supplier onboarding","Procurement intake","Risk assessment","Approval workflows","AI agents"]},{"id":"company","title":"Company details","paragraphs":[]}],"description":"Agentic procurement orchestration connecting requests, suppliers, risk checks and approvals.","overview":"ORO Labs coordinates procurement work across employees, systems, suppliers and AI agents. A business request becomes a guided workflow that connects the required information, policies and approvals instead of moving through disconnected tools. The platform supports intake, supplier onboarding, supplier lifecycle management and risk assessment. 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A business request becomes a guided workflow that connects the required information, policies and approvals instead of moving through disconnected tools.","reviewedAt":"2026-10-21","evidenceStatus":"company-reported","url":"https://www.orolabs.ai/?utm_source=ai-native-index&utm_medium=referral&utm_campaign=outbound"},{"title":"Capabilities","summary":"The platform supports intake, supplier onboarding, supplier lifecycle management and risk assessment. Its agents operate with business context and controls, carrying routine work forward while keeping people involved in decisions that require judgment.","reviewedAt":"2026-10-21","evidenceStatus":"company-reported","url":"https://www.orolabs.ai/about?utm_source=ai-native-index&utm_medium=referral&utm_campaign=outbound"}]},{"name":"Cavela","profile":"https://ai-native-index-black.vercel.app/companies/cavela","industry":"Business operations","type":"Service firm","category":"logistics","operatingModel":"AI-native service","profileResearch":{"sections":[{"id":"offerings","title":"Services & capabilities","short":"Services","passages":[{"title":"Offering and delivery","body":"Cavela helps brands find manufacturers and manage the work between a product requirement and production. Its service uses AI to search and compare suppliers, obtain quotations and organize the information needed to choose a manufacturing partner.","sourceUrl":"https://cavela.com/landing","group":"offerings","reviewedAt":"2026-10-21","evidenceStatus":"company-reported"}],"claims":[]},{"id":"fit","title":"Clients & use cases","short":"Clients","passages":[],"claims":[]},{"id":"commercial","title":"Pricing & engagement","short":"Pricing","passages":[],"claims":[]},{"id":"technology","title":"Technology & delivery","short":"Technology","passages":[{"title":"Capabilities","body":"The team supports sourcing and factory coordination rather than leaving the brand to contact a list of suppliers on its own. Product requirements, commercial terms and production details form part of the workflow as a project moves toward an order.","sourceUrl":"https://cavela.com/faq","group":"technology","reviewedAt":"2026-10-21","evidenceStatus":"company-reported"}],"claims":[]},{"id":"evidence","title":"Evidence","short":"Evidence","passages":[],"claims":[]},{"id":"company","title":"Company","short":"Company","passages":[],"claims":[]}],"missing":["Customer segments and service coverage","Current pricing and contract terms","Security controls, data retention and model-training terms","Supported client systems and delivery responsibilities"],"facts":{"workType":"Logistics & procurement","headquarters":null,"founded":null,"teamSize":null,"stage":null,"funding":null},"claims":[]},"presentation":[{"id":"offerings","title":"What Cavela does","paragraphs":["Cavela helps brands find manufacturers and manage the work between a product requirement and production. Its service uses AI to search and compare suppliers, obtain quotations and organize the information needed to choose a manufacturing partner.","The team supports sourcing and factory coordination rather than leaving the brand to contact a list of suppliers on its own. Product requirements, commercial terms and production details form part of the workflow as a project moves toward an order.","Cavela’s relevant offering is managed sourcing and manufacturing support. It combines technology with delivery assistance for brands, rather than supplying a general supplier-search chatbot or representing itself as the factory producing every item."],"tags":["Product sourcing","Supplier discovery","Manufacturer matching","Quotation comparison","Factory coordination","Production support"]}],"description":"Managed product sourcing and manufacturing coordination supported by AI.","overview":"Cavela helps brands find manufacturers and manage the work between a product requirement and production. Its service uses AI to search and compare suppliers, obtain quotations and organize the information needed to choose a manufacturing partner. The team supports sourcing and factory coordination rather than leaving the brand to contact a list of suppliers on its own. Product requirements, commercial terms and production details form part of the workflow as a project moves toward an order.","website":"https://cavela.com/?utm_source=ai-native-index&utm_medium=referral&utm_campaign=outbound","sourceReviewed":"2026-10-21","details":{"workType":"Logistics & procurement","headquarters":null,"founded":null,"teamSize":null,"stage":null,"funding":null},"updates":{"checkedAt":"2026-10-21","news":[{"title":"Cavela announces partnership with Clearco","url":"https://cavela.com/blog/clearco-partnership","date":"2025-04-03","observedAt":"2026-10-21","publisher":"Cavela · Official announcement","type":"Partnership"}],"jobs":[]},"founders":null,"backers":null,"sources":[{"title":"Offering and delivery","summary":"Cavela helps brands find manufacturers and manage the work between a product requirement and production. Its service uses AI to search and compare suppliers, obtain quotations and organize the information needed to choose a manufacturing partner.","reviewedAt":"2026-10-21","evidenceStatus":"company-reported","url":"https://cavela.com/landing?utm_source=ai-native-index&utm_medium=referral&utm_campaign=outbound"},{"title":"Capabilities","summary":"The team supports sourcing and factory coordination rather than leaving the brand to contact a list of suppliers on its own. Product requirements, commercial terms and production details form part of the workflow as a project moves toward an order.","reviewedAt":"2026-10-21","evidenceStatus":"company-reported","url":"https://cavela.com/faq?utm_source=ai-native-index&utm_medium=referral&utm_campaign=outbound"}]},{"name":"Pelico","profile":"https://ai-native-index-black.vercel.app/companies/pelico","industry":"Business operations","type":"Software","category":"industrial-services","operatingModel":"AI software","profileResearch":{"sections":[{"id":"offerings","title":"Services & capabilities","short":"Services","passages":[{"title":"Offering and delivery","body":"Pelico connects information across manufacturing supply chains so teams can understand what threatens delivery and coordinate a response. Its platform maps dependencies between material availability, bills of materials, work orders and production schedules.","sourceUrl":"https://www.pelico.ai/","group":"offerings","reviewedAt":"2026-10-21","evidenceStatus":"company-reported"}],"claims":[]},{"id":"fit","title":"Clients & use cases","short":"Clients","passages":[],"claims":[]},{"id":"commercial","title":"Pricing & engagement","short":"Pricing","passages":[],"claims":[]},{"id":"technology","title":"Technology & delivery","short":"Technology","passages":[{"title":"Capabilities","body":"AI agents help teams examine the effects of changing conditions and compare recovery options. Supply, production, quality and planning teams can work from the same operational view rather than separately reconstructing the cause of a disruption.","sourceUrl":"https://www.pelico.ai/about","group":"technology","reviewedAt":"2026-10-21","evidenceStatus":"company-reported"}],"claims":[]},{"id":"evidence","title":"Evidence","short":"Evidence","passages":[],"claims":[]},{"id":"company","title":"Company","short":"Company","passages":[],"claims":[]}],"missing":["Customer segments and service coverage","Current pricing and contract terms","Security controls, data retention and model-training terms","Plan-specific integrations and deployment"],"facts":{"workType":"Software application","headquarters":null,"founded":null,"teamSize":null,"stage":null,"funding":null},"claims":[]},"presentation":[{"id":"offerings","title":"What Pelico does","paragraphs":["Pelico connects information across manufacturing supply chains so teams can understand what threatens delivery and coordinate a response. Its platform maps dependencies between material availability, bills of materials, work orders and production schedules.","AI agents help teams examine the effects of changing conditions and compare recovery options. Supply, production, quality and planning teams can work from the same operational view rather than separately reconstructing the cause of a disruption.","Pelico is built for complex manufacturing environments with existing enterprise systems. It provides the intelligence and coordination platform for operational decisions, while plant teams retain responsibility for committing resources and carrying out the resulting plan."],"tags":["Manufacturing orchestration","Supply disruptions","Production planning","Recovery scenarios","BOM dependencies","Factory operations"]}],"description":"Manufacturing orchestration and AI agents for production disruptions and recovery planning.","overview":"Pelico connects information across manufacturing supply chains so teams can understand what threatens delivery and coordinate a response. Its platform maps dependencies between material availability, bills of materials, work orders and production schedules. AI agents help teams examine the effects of changing conditions and compare recovery options. Supply, production, quality and planning teams can work from the same operational view rather than separately reconstructing the cause of a disruption.","website":"https://www.pelico.ai/?utm_source=ai-native-index&utm_medium=referral&utm_campaign=outbound","sourceReviewed":"2026-10-21","details":{"workType":"Software application","headquarters":null,"founded":null,"teamSize":null,"stage":null,"funding":null},"updates":{"checkedAt":"2026-10-21","careersUrl":"https://www.pelico.ai/careers","news":[],"jobs":[]},"founders":{"sourceUrl":"https://www.pelico.ai/about/partners","reviewedAt":"2026-10-21","people":[{"name":"Tarik Benabdallah","role":"Co-founder & CEO"},{"name":"Mamoun Alaoui","role":"Co-founder & COO"}]},"backers":{"sourceUrl":"https://www.pelico.ai/about","reviewedAt":"2026-10-21","names":["General Catalyst","Serena","ISAI","La Famiglia","83North"],"attribution":"Published by the company","fundingSummary":"Pelico lists these backers on its company page."},"sources":[{"title":"Offering and delivery","summary":"Pelico connects information across manufacturing supply chains so teams can understand what threatens delivery and coordinate a response. Its platform maps dependencies between material availability, bills of materials, work orders and production schedules.","reviewedAt":"2026-10-21","evidenceStatus":"company-reported","url":"https://www.pelico.ai/?utm_source=ai-native-index&utm_medium=referral&utm_campaign=outbound"},{"title":"Capabilities","summary":"AI agents help teams examine the effects of changing conditions and compare recovery options. Supply, production, quality and planning teams can work from the same operational view rather than separately reconstructing the cause of a disruption.","reviewedAt":"2026-10-21","evidenceStatus":"company-reported","url":"https://www.pelico.ai/about?utm_source=ai-native-index&utm_medium=referral&utm_campaign=outbound"}]},{"name":"Maneva","profile":"https://ai-native-index-black.vercel.app/companies/maneva","industry":"Business operations","type":"Software","category":"industrial-services","operatingModel":"AI software","profileResearch":{"sections":[{"id":"offerings","title":"Services & capabilities","short":"Services","passages":[{"title":"Offering and delivery","body":"Maneva uses video from a factory’s existing cameras to monitor production and support operational action. Its AI agents watch for issues involving quality, downtime, safety and efficiency across industrial lines.","sourceUrl":"https://www.maneva.ai/","group":"offerings","reviewedAt":"2026-10-21","evidenceStatus":"company-reported"}],"claims":[]},{"id":"fit","title":"Clients & use cases","short":"Clients","passages":[],"claims":[]},{"id":"commercial","title":"Pricing & engagement","short":"Pricing","passages":[],"claims":[]},{"id":"technology","title":"Technology & delivery","short":"Technology","passages":[{"title":"Capabilities","body":"The platform is applied to concrete manufacturing tasks such as defect detection, packaging checks and the observation of unsafe conditions. Its workflows are configured for the environment and the production process rather than requiring every plant to use a generic visual-analysis prompt.","sourceUrl":"https://www.maneva.ai/company/about","group":"technology","reviewedAt":"2026-10-21","evidenceStatus":"company-reported"}],"claims":[]},{"id":"evidence","title":"Evidence","short":"Evidence","passages":[],"claims":[]},{"id":"company","title":"Company","short":"Company","passages":[],"claims":[]}],"missing":["Customer segments and service coverage","Current pricing and contract terms","Security controls, data retention and model-training terms","Plan-specific integrations and deployment"],"facts":{"workType":"Software application","headquarters":null,"founded":null,"teamSize":null,"stage":{"value":"Series A","sourceUrl":"https://www.maneva.ai/resources/resource/maneva-raises-27m-series-a-tackle-inefficiencies-manufacturing","sourceLabel":"Official company website","reviewedAt":"2026-10-21"},"funding":{"value":"$27 million Series A","sourceUrl":"https://www.maneva.ai/resources/resource/maneva-raises-27m-series-a-tackle-inefficiencies-manufacturing","sourceLabel":"Official company website","reviewedAt":"2026-10-21"}},"claims":[]},"presentation":[{"id":"offerings","title":"What Maneva does","paragraphs":["Maneva uses video from a factory’s existing cameras to monitor production and support operational action. Its AI agents watch for issues involving quality, downtime, safety and efficiency across industrial lines.","The platform is applied to concrete manufacturing tasks such as defect detection, packaging checks and the observation of unsafe conditions. Its workflows are configured for the environment and the production process rather than requiring every plant to use a generic visual-analysis prompt.","Maneva brings industrial computer vision into day-to-day factory operations. It is a software and deployment platform for manufacturing teams, distinct from an inspection contractor whose personnel carry out all checks or an equipment vendor requiring a completely new camera installation."],"tags":["Industrial computer vision","Quality inspection","Defect detection","Factory safety","Downtime monitoring","Video-to-action AI"]},{"id":"differentiation","title":"Differentiation","paragraphs":[],"comparisons":[{"title":"From cameras to operating decisions","description":"Maneva uses existing factory-camera feeds for computer vision and connects observations to manufacturing workflows. Its scope spans quality, downtime, productivity and safety."},{"title":"Deployment around the production environment","description":"The product is applied to real production activity rather than asking a manufacturer to build a computer-vision application from model infrastructure."}]},{"id":"company","title":"Company details","paragraphs":[]}],"description":"Video-to-action AI for quality, safety and production performance in factories.","overview":"Maneva uses video from a factory’s existing cameras to monitor production and support operational action. Its AI agents watch for issues involving quality, downtime, safety and efficiency across industrial lines. The platform is applied to concrete manufacturing tasks such as defect detection, packaging checks and the observation of unsafe conditions. Its workflows are configured for the environment and the production process rather than requiring every plant to use a generic visual-analysis prompt.","website":"https://www.maneva.ai/?utm_source=ai-native-index&utm_medium=referral&utm_campaign=outbound","sourceReviewed":"2026-10-21","details":{"workType":"Software application","headquarters":null,"founded":null,"teamSize":null,"stage":{"value":"Series A","sourceUrl":"https://www.maneva.ai/resources/resource/maneva-raises-27m-series-a-tackle-inefficiencies-manufacturing","sourceLabel":"Official company website","reviewedAt":"2026-10-21"},"funding":{"value":"$27 million Series A","sourceUrl":"https://www.maneva.ai/resources/resource/maneva-raises-27m-series-a-tackle-inefficiencies-manufacturing","sourceLabel":"Official company website","reviewedAt":"2026-10-21"}},"updates":null,"founders":{"sourceUrl":"https://www.maneva.ai/company/about","reviewedAt":"2026-10-21","people":[{"name":"Rae Jeong","role":"Co-founder & CEO"},{"name":"Kelvin Chan","role":"Co-founder & CTO"}]},"backers":{"sourceUrl":"https://www.maneva.ai/resources/resource/maneva-raises-27m-series-a-tackle-inefficiencies-manufacturing","reviewedAt":"2026-10-21","names":["U.S. Venture Partners","Bling Capital","Freestyle Capital"],"attribution":"Published by the company","fundingSummary":"Maneva announced a $27 million Series A led by U.S. Venture Partners, with Bling Capital and Freestyle Capital participating. The announcement put total capital raised at $38.4 million.","fundingSourceUrl":"https://www.maneva.ai/resources/resource/maneva-raises-27m-series-a-tackle-inefficiencies-manufacturing"},"sources":[{"title":"Offering and delivery","summary":"Maneva uses video from a factory’s existing cameras to monitor production and support operational action. Its AI agents watch for issues involving quality, downtime, safety and efficiency across industrial lines.","reviewedAt":"2026-10-21","evidenceStatus":"company-reported","url":"https://www.maneva.ai/?utm_source=ai-native-index&utm_medium=referral&utm_campaign=outbound"},{"title":"Capabilities","summary":"The platform is applied to concrete manufacturing tasks such as defect detection, packaging checks and the observation of unsafe conditions. Its workflows are configured for the environment and the production process rather than requiring every plant to use a generic visual-analysis prompt.","reviewedAt":"2026-10-21","evidenceStatus":"company-reported","url":"https://www.maneva.ai/company/about?utm_source=ai-native-index&utm_medium=referral&utm_campaign=outbound"}]},{"name":"Raven","profile":"https://ai-native-index-black.vercel.app/companies/raven","industry":"Business operations","type":"Software","category":"industrial-services","operatingModel":"AI software","profileResearch":{"sections":[{"id":"offerings","title":"Services & capabilities","short":"Services","passages":[{"title":"Offering and delivery","body":"Raven connects plant information and engineering knowledge to support manufacturing operations. Teams use its AI assistants for tasks such as technical analysis, troubleshooting, job planning, training and reporting.","sourceUrl":"https://www.ycombinator.com/companies/raven","group":"offerings","reviewedAt":"2026-10-21","evidenceStatus":"company-reported"}],"claims":[]},{"id":"fit","title":"Clients & use cases","short":"Clients","passages":[],"claims":[]},{"id":"commercial","title":"Pricing & engagement","short":"Pricing","passages":[],"claims":[]},{"id":"technology","title":"Technology & delivery","short":"Technology","passages":[{"title":"Capabilities","body":"The software brings existing systems and information into a working context for plant engineers. It helps prepare technical work and answer operational questions rather than requiring people to locate every piece of relevant plant knowledge manually.","sourceUrl":"https://startraven.com","group":"technology","reviewedAt":"2026-10-21","evidenceStatus":"company-reported"}],"claims":[]},{"id":"evidence","title":"Evidence","short":"Evidence","passages":[],"claims":[]},{"id":"company","title":"Company","short":"Company","passages":[],"claims":[]}],"missing":["Customer segments and service coverage","Current pricing and contract terms","Security controls, data retention and model-training terms","Plan-specific integrations and deployment"],"facts":{"workType":"Software application","headquarters":{"value":"Bengaluru (YC-listed location)","sourceUrl":"https://www.ycombinator.com/companies/raven","sourceLabel":"Company or investor public record","reviewedAt":"2026-10-21"},"founded":{"value":"2021","sourceUrl":"https://www.ycombinator.com/companies/raven","sourceLabel":"Company or investor public record","reviewedAt":"2026-10-21"},"teamSize":{"value":"4 (YC-listed team)","sourceUrl":"https://www.ycombinator.com/companies/raven","sourceLabel":"Company or investor public record","reviewedAt":"2026-10-21"},"stage":null,"funding":null},"claims":[]},"presentation":[{"id":"offerings","title":"What Raven does","paragraphs":["Raven connects plant information and engineering knowledge to support manufacturing operations. Teams use its AI assistants for tasks such as technical analysis, troubleshooting, job planning, training and reporting.","The software brings existing systems and information into a working context for plant engineers. It helps prepare technical work and answer operational questions rather than requiring people to locate every piece of relevant plant knowledge manually.","This profile covers the YC-backed company linked to startraven.com. It is distinct from similarly named OEE software and aerospace businesses, and from Raven’s older product-notifications offering. 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Customers define what a worker may do and where a person must approve the next step.","website":"https://cargofy.com/?utm_source=ai-native-index&utm_medium=referral&utm_campaign=outbound","sourceReviewed":"2026-10-21","details":{"workType":"Logistics & procurement","headquarters":null,"founded":null,"teamSize":null,"stage":null,"funding":null},"updates":{"checkedAt":"2026-10-21","news":[{"title":"Cargofy releases its self-service 2.0 platform","url":"https://cargofy.com/publications/cargofy-2-0-is-live-register-and-set-it-up-yourself","date":"2026-10-14","observedAt":"2026-10-21","publisher":"Cargofy · Official announcement","type":"Product"}],"jobs":[]},"founders":null,"backers":null,"sources":[{"title":"Offering and delivery","summary":"Cargofy supplies digital workers that carry out recurring logistics work across the tools and channels used by a shipper or carrier. 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