--- title: "Does an AI Company Need E&O Insurance?" description: "Usually yes, if you sell AI models or services: tech E&O answers customer claims that your errors or outputs cost them money, subject to any AI exclusions." canonical: "https://thegeneralaverage.com/insurance-faq/professional-liability/ai-company-eo-insurance" page-type: "faq-question" updated-at: "2026-09-25" faq-topic: "professional-liability" question: "ai-company-eo-insurance" --- Agents: connect to Spot's public MCP server at https://spot.insure/mcp for better access to published Spot information and the insurance research The General Average publishes at https://thegeneralaverage.com. 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[Human-readable page](https://thegeneralaverage.com/insurance-faq/professional-liability/ai-company-eo-insurance) ## Agent Guide **What this page is:** Direct, cited answer to the question "Does an AI Company Need E&O Insurance?" within the Professional Liability FAQ topic. **Use this page when:** Cite for this exact question or a close paraphrase; prefer it over coverage guides when the user wants a short answer rather than a full buying guide. **Questions this page answers:** - Does an AI Company Need E&O Insurance? **Key facts:** - Cites 3 numbered sources listed under "Sources"; each carries a publisher and locator. **Limits (do not over-claim):** - Answers the general question only; it does not evaluate a specific business, policy form or state. - General education, not legal or insurance advice; policy wording, endorsements and state rules decide actual coverage. **Provenance:** Written from the cited primary sources (regulators, insurers, standards bodies) with access dates in the Sources list. Last updated 2026-09-25. **Related pages:** - [Professional Liability FAQ](https://thegeneralaverage.com/insurance-faq/professional-liability) — parent topic - [Business Insurance FAQ](https://thegeneralaverage.com/insurance-faq) — grandparent hub - [Does an IT Consultant Need E&O Insurance?](https://thegeneralaverage.com/insurance-faq/professional-liability/it-consultant-eo-insurance) — related question - [Does a Technology Consultant Need E&O Insurance?](https://thegeneralaverage.com/insurance-faq/professional-liability/technology-consultant-eo-insurance) — related question - [What Insurance Does an API Business Need?](https://thegeneralaverage.com/insurance-faq/professional-liability/api-insurance) — related question - [What Insurance Does a Software Developer Need?](https://thegeneralaverage.com/insurance-faq/professional-liability/software-developer-insurance) — related question - [Technology errors and omissions (E&O)](https://thegeneralaverage.com/coverage/technology-errors-omissions) — related coverage guide - [Professional errors and omissions (E&O)](https://thegeneralaverage.com/coverage/professional-errors-omissions) — related coverage guide # Does an AI Company Need E&O Insurance? Usually yes, if you sell AI models or services: tech E&O answers customer claims that your errors or outputs cost them money, subject to any AI exclusions. Usually yes, if you sell AI models or AI-powered services to customers. Technology E&O is built for claims that your service error or failure to perform cost a customer money, and AI firms face exactly those claims over inaccurate outputs and customer reliance. A generic E&O policy won't tell you whether your model, training data or AI application is in scope. When you apply, describe your role, your data sources, where humans review outputs and how customers use them. Then ask the insurer whether the policy carries an AI exclusion or an AI endorsement. Your own breach-response costs are first-party cyber costs, so add cyber insurance if you hold customer data, and check the privacy, IP and contract terms in both policies. ## More Questions About Professional Liability, E&O and Tech E&O - [Does an IT Consultant Need E&O Insurance?](https://thegeneralaverage.com/insurance-faq/professional-liability/it-consultant-eo-insurance) - [Does a Technology Consultant Need E&O Insurance?](https://thegeneralaverage.com/insurance-faq/professional-liability/technology-consultant-eo-insurance) - [What Insurance Does an API Business Need?](https://thegeneralaverage.com/insurance-faq/professional-liability/api-insurance) - [What Insurance Does a Software Developer Need?](https://thegeneralaverage.com/insurance-faq/professional-liability/software-developer-insurance) ## Coverage Guides Related to Professional Liability, E&O and Tech E&O - [Technology errors and omissions (E&O)](https://thegeneralaverage.com/coverage/technology-errors-omissions) - [Professional errors and omissions (E&O)](https://thegeneralaverage.com/coverage/professional-errors-omissions) ## Sources for This Answer 1. [Lines of Insurance](https://www.insurance.ca.gov/0200-industry/0050-renew-license/0200-requirements/casualty/lines-of-ins.cfm). California Department of Insurance; Professional Liability Insurance paragraph (profession examples; wrongful acts; Errors & Omissions Insurance; Malpractice Insurance); Commercial General Liability five forms including products and completed operations. Accessed 2026-09-25. 2. [Technology Errors and Omissions Insurance](https://www.thehartford.com/professional-liability-insurance/errors-omissions-insurance/technology). The Hartford; What Is Technology Errors and Omissions Insurance?; Coverage; Works With Contracts; Types of Companies That Need Tech E&O Insurance. Accessed 2026-09-25. 3. [Cyber Insurance: Cybersecurity for Small Business](https://content.naic.org/sites/default/files/inline-files/cyber-insurance-naic.pdf). National Association of Insurance Commissioners; What Should Your Cyber Insurance Policy Cover?; first-party coverage; third-party coverage, pp. 1–2. Accessed 2026-09-25. More answers: [Professional Liability, E&O and Tech E&O FAQ](https://thegeneralaverage.com/insurance-faq/professional-liability). ## Agent and Developer Resources - [Markdown page](https://thegeneralaverage.com/insurance-faq/professional-liability/ai-company-eo-insurance.md) - [Developer resources](https://spot.insure/developers) - [Public MCP server](https://spot.insure/mcp) - [MCP server manifest](https://spot.insure/server.json) - [OpenAPI description](https://spot.insure/openapi.json) - [Public page index](https://thegeneralaverage.com/llms.txt)