The short answer
Tech E&O may respond to a claim that an AI product caused financial loss, depending on the definition of covered services, exclusions and the facts. Do not assume either that every AI output is excluded or that a policy without an AI label covers it. Compare the actual wording with your operations and contractual commitments.
Use this guide to prepare questions, not to establish coverage. Any unsourced costs, limits or timing ranges are illustrative planning examples, not quotes, verified market averages or carrier commitments.
Which policy responds to which AI claim
| Scenario | Policy that may respond |
|---|---|
| A wrong recommendation causes a customer financial loss | Tech E&O |
| Generated content defames someone | Media liability |
| The model exposes customer data | Cyber |
| Output infringes a copyright | Media and IP coverage |
| An AI-controlled device injures someone | General liability or products, often excluded from Tech E&O |
| A regulator investigates your AI | Cyber or Tech E&O regulatory coverage, if any |
Policy wording to check before you rely on Tech E&O for AI
- Definition of technology services or products: does it describe what your AI does?
- AI exclusions: broad ones remove coverage for any AI-related claim; narrow ones target specific uses
- Contractual liability exclusion: promises about output beyond negligence may not be covered
- Bodily injury exclusion: matters for robotics and health uses
- Retroactive date: covers past output only from that date
For contract terms that interact with this wording, see AI contract terms and what insurance can cover.
Affirmative AI coverage
Some carriers now write coverage that names AI risks directly: model errors, hallucinations, and IP claims from training data or output. It’s available from a limited set of markets, with more underwriting. Expect questions about testing, human review and how customers use the output.
What improves AI coverage terms
- Documented testing and evaluation before release
- Human review where output drives decisions
- Contract caps and clear limits on how output may be used
- Logging that shows what the model produced and when
Who can find Tech E&O that covers AI output
StartupInsurance.ai compares Tech E&O wording across markets for AI companies, and flags exclusions before you certify coverage to a customer. For a pilot, see insurance for an enterprise AI pilot. For limits, see how to reach $5M of Tech E&O and cyber. For the basics, see Tech E&O coverage for startups.
Get a contract check
Send us your policy and a description of your AI product. We provide an initial written review within one business day after receiving the necessary information, with questions and next steps. Carrier quotes, coverage decisions and policy changes may take longer. Get a free contract check.
A few more answers
Frequently asked questions
Is AI hallucination covered by Tech E&O?
It can be, when a hallucination causes a customer financial loss and the policy covers your AI services without an AI exclusion. Defamation from a hallucination is usually a media liability claim.
Does an AI exclusion remove coverage for my whole product?
It can, if your product is AI. Broad exclusions apply to any claim involving AI and can gut a policy for an AI-first company. Ask for narrow wording or a different market; StartupInsurance.ai can find markets without one.
Do I need a separate AI insurance policy?
Most startups start with Tech E&O that covers AI services. A specialty AI policy makes sense for high-stakes uses, such as health, lending or hiring decisions.
Does Tech E&O cover AI bias or discrimination claims?
Sometimes. Claims from customers' end users may fall under Tech E&O, but discrimination exclusions are common. Hiring tools face extra scrutiny.
Does Tech E&O cover AI agents that act on a customer's behalf?
It can cover financial loss when an agent makes an error in your service. Losses from funds moved by an agent may fall under crime or be excluded. Check before launch.
General information, not a coverage determination or legal advice. Unless a specific source is identified, prices and timing ranges are illustrative planning examples—not measured market averages, quotes or guarantees. Policy wording, carrier, state and your company’s operations determine what applies.