The short answer
An enterprise pilot may require general liability, Tech E&O, cyber and specific endorsements. Start with the pilot agreement and disclose how your AI product works. AI-related exclusions and contractual promises can affect whether offered coverage fits. Pricing and timing examples are planning illustrations, not offers or binding guarantees.
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.
What enterprise pilot agreements usually require
Pilot agreements ask for less than the full contract, but rarely nothing. The bar usually rises at signature of the full agreement.
| Requirement | Typical in a pilot | Typical in the full contract |
|---|---|---|
| General liability | $1M/$2M | $1M/$2M |
| Tech E&O and cyber | $1M to $2M | $3M to $5M |
| Additional insured on GL | Often | Almost always |
| Customer data and AI training | No training on customer data | Same, plus audit rights |
| Certificate timing | Before access to systems or data | Before signature |
Plan the step-up now. Moving from $2M to a $5M Tech E&O and cyber program takes longer than the pilot did.
What an AI startup can bind before the pilot starts
| Coverage | Before relying on coverage | Illustrative annual budget, under $1M revenue |
|---|---|---|
| General liability $1M/$2M | Carrier approval and written binding confirmation | $250 to $600 |
| Tech E&O and cyber $1M | Review AI-related wording, complete underwriting and confirm binding | $1,500 to $4,000 |
| Higher Tech E&O and cyber limits | Confirm available primary or excess options | Request an actual quote; no fixed price multiplier |
Illustrative annual budgeting ranges, not quotes or measured placement averages. Actual pricing requires underwriting; taxes and fees may be additional.
If the customer also asks for additional insured status, see which vendor endorsements each policy can carry.
What underwriters ask AI companies before quoting Tech E&O and cyber
- Whether you run your own model or call a third-party model API
- What customers do with the output, and whether a person reviews it
- Where training data comes from, and whether customer data is used
- Your guardrails and testing for wrong or harmful output
- Contract terms on output liability and IP indemnity
- Revenue, plus MFA, endpoint detection and tested backups
Clear, consistent answers help reduce follow-up, but cannot guarantee a quote or a particular turnaround.
AI exclusions to check before you sign the pilot
Some Tech E&O policies now exclude or limit claims arising from AI-generated output. Others cover it expressly. Read the definitions of “technology services” and any AI exclusion before you certify coverage to a customer. The detail is in whether Tech E&O covers AI output errors, and the contract side is in AI contract terms and what insurance can cover.
Who can bind pilot coverage by your start date
An AI product may require a closer underwriting review, whether you use a platform or a broker. StartupInsurance.ai can explore market appetite and explain the outstanding steps against your requested date. A day-one contract-check response is not a commitment that a carrier will approve coverage by that date. See our coverage and placement guide.
Get a contract check
Send us the pilot agreement and your start date. 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
Do I need insurance for a free enterprise pilot?
Usually, yes. Procurement applies vendor insurance requirements because the pilot gives you access to systems or data, not because money changes hands. A free pilot carries the same liability as a paid one.
Will my pilot insurance satisfy the full enterprise contract?
Often not. Full contracts commonly raise Tech E&O and cyber to $3M to $5M and add endorsements. Ask procurement for the full contract's insurance exhibit during the pilot so the higher limits are ready at signature.
Can I start the pilot before my policy binds?
Only if the customer agrees in writing. Most require a certificate before granting access. If timing is tight, ask whether a binder, a short delay or synthetic data for the first week would work.
Does calling a third-party model API change my insurance?
It changes the underwriting questions, not the need. Model providers' terms usually limit their liability to you, so your Tech E&O is what responds when a customer claims the output caused a loss. Disclose the provider on your application.
Will an AI questionnaire from procurement affect my insurance?
It can. Answers about training data, human review and security should match your insurance application. Inconsistent answers can give a carrier grounds to dispute a claim later.
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.