AI liability insurance: frequently asked questions

Plain-language answers for buyers. Informational only, not insurance or legal advice.

These are the questions buyers ask most when they start looking at coverage for AI risk. The answers stay general on purpose. Your policy wording, your state, and your specific product decide the outcome, so treat this as a map, not a verdict, and confirm the details with a licensed broker or your carrier.

Does my existing E&O policy cover AI-related claims?

Sometimes, but you cannot assume it. Many technology and professional liability policies were written before generative AI was in wide use, and some now carry endorsements that limit or exclude AI-related losses. Whether a claim is covered depends on the exact policy wording, any AI endorsement attached, and how the loss is characterized. Read your policy, check for an AI exclusion or carve-back, and confirm with your carrier or broker. Our Does E&O cover AI? page walks through where the gap usually sits.

What is an AI exclusion?

An AI exclusion is policy language that removes coverage for losses arising from the use, development, or output of artificial intelligence. Some are broad and apply to any use of AI; others are narrow and target specific activities such as automated decision-making or generative content. The scope varies widely between carriers, which is why reading the actual endorsement matters more than the label. The exclusion tracker follows how these clauses are being written.

What is the difference between affirmative and silent AI coverage?

Affirmative coverage means the policy names AI risk and states clearly that it is covered. Silent, or non-affirmative, coverage means the policy neither grants nor excludes AI risk explicitly, leaving the question to interpretation at claim time. Silent coverage is the riskier position for a buyer, because the uncertainty is resolved only after a loss, often in dispute.

Do I need a standalone AI policy, or is an endorsement enough?

It depends on how central AI is to what you sell and how much residual gap your current policies leave. An endorsement can extend an existing policy to address AI, while a standalone policy is purpose-built for AI risk and may offer broader or clearer terms. A difference-in-conditions wrap is a third option that fills gaps left by your primary policies. The right structure is the one that closes your specific gaps, not the one with the biggest name. The carrier comparison lays the product types side by side.

What kinds of AI losses do these policies try to address?

Common concerns include harmful or infringing AI output, incorrect automated decisions, model failures that cause financial loss to a client, intellectual-property claims tied to training data or generated content, and privacy or bias allegations. Not every policy covers every scenario, and definitions differ, so match the covered perils to the way your product can actually fail.

Performance guarantee or insurance indemnity: what is the difference?

A performance guarantee is a promise, often from a vendor, that a product will meet a stated standard, with the vendor making you whole if it does not. An insurance indemnity is a regulated promise from a licensed insurer to pay covered losses under a policy. The two can look similar on a slide but differ in who stands behind the money, how claims are handled, and what regulator, if any, backs the obligation.

What do underwriters ask before they quote?

Expect questions about what your AI does, where its outputs go, whether a human reviews high-stakes decisions, how you test and monitor models, what data you train on, and what contracts you sign with customers. The clearer and more disciplined your answers, the better your terms tend to be. Our coverage readiness tool walks through the questions carriers ask most.

How much does AI liability insurance cost?

There is no single number. Price depends on your revenue, what your AI does, the limits and retention you choose, your claims history, and the underwriter's view of your controls. This market is young, so quotes for similar companies can vary between carriers. Treat any figure you see as a starting point and get real quotes.

Is this website affiliated with a carrier or broker?

No. The AI Liability Insurance Buyer's Guide is independent research published by iSinghLabs Inc. It does not sell, place, or bind coverage and earns no commission on policies. The site is funded by display advertising and advisory work, and advertising never influences the rankings or the facts published. See the advertising policy and funding disclosure for detail.

Is anything on this site insurance or legal advice?

No. Everything here is general education. Coverage terms change often and vary by carrier and state, and nothing on the site accounts for your specific situation. Confirm any coverage decision with the issuing carrier, a licensed broker, or an attorney. The policy your carrier issues is the only document that controls your coverage. For more, see our terms and disclaimer and the glossary of terms used across this guide.