The Policy You Bought May Not Cover the Business You Have

Thousands of companies carry tech E&O policies written between 2018 and 2022 — before generative AI reshaped their products. Those policies don't mention artificial intelligence at all. That silence has a name in the industry: "silent AI."

Silent AI is ambiguous. Some carriers will cover AI-related claims under legacy forms. Others will deny them, arguing the policy never contemplated model outputs, training-data liability, or algorithmic decision-making. And a growing number of carriers have resolved the ambiguity the decisive way: by adding explicit AI exclusions.

If your business builds, deploys, advises on, or audits AI systems, this is the single most important insurance question you can ask in 2026: does my policy exclude AI-related claims?

(General information only — not insurance advice. Coverage depends entirely on your policy language, facts, and jurisdiction. Policy language controls.)

How the Gap Shows Up

The AI coverage gap takes three forms:

1. Explicit AI exclusions. Newer policies and renewals increasingly contain carve-outs for claims "arising out of the development, deployment, or output of artificial intelligence or machine learning systems." If your form has this exclusion, your core business activity is uninsured — while you keep paying premiums believing otherwise.

2. General liability spillover. ISO's commercial general liability form now includes AI-related exclusion endorsements (the CG 40 47 series). Businesses that assumed their CGL backstopped E&O for AI claims may find both policies pointing at each other.

3. Ambiguous silence. The policy neither covers nor excludes AI. Some claims get paid; some don't. Coverage litigation over silent AI is exactly where carriers and insureds disagree most expensively.

Exclusions and Terms to Look For

Pull your current policy and endorsements and search for this language:

  • "Artificial intelligence," "machine learning," "algorithmic," "automated decision-making"
  • Exclusions referencing "the output, accuracy, or performance of" AI or ML systems
  • Exclusions for "discrimination arising from automated processes"
  • Exclusions for training data, data provenance, or intellectual property in model outputs
  • Definitions of "professional services" — does it explicitly include your AI-related work, or is it silent?
  • Any AI-specific endorsement adding coverage back (some carriers offer affirmative AI coverage for additional premium)

Silence, exclusions, and endorsements interact. Reading them together — not in isolation — is what determines actual coverage. This is a broker's job, and it's one of the highest-value services a broker provides.

The Contract Requirement Trap

Here's a scenario playing out across the industry right now:

A vendor's enterprise client requires $2M in tech E&O by contract. The vendor has a policy — certificate sent, contract signed. The client's AI-powered feature later produces harmful output; a claim arrives. The vendor's carrier points to the AI exclusion. The contract requirement was satisfied on paper and worthless in practice.

A certificate of insurance is not coverage. Clients who depend on AI vendors are increasingly asking not just "do you have E&O" but "does your E&O exclude AI?" Vendors who can answer confidently are winning deals.

How to Close the Gap

1. Commission a coverage review. Have a broker read your full policy stack — E&O, CGL, cyber, D&O — specifically for AI exposure. PRIA does this as part of quoting.

2. Seek markets with affirmative AI language. Several A-rated carriers now write tech E&O with AI provisions built in — covering model errors, algorithmic outputs, and AI advisory services explicitly rather than by ambiguity.

3. Disclose AI activity completely. Undisclosed AI work is the fastest route to a denied claim. Tell carriers exactly what your systems do.

4. Strengthen contracts in parallel. Limitation of liability, model-limitation disclaimers, and human-review requirements reduce claim frequency — which improves the coverage terms carriers will offer.

5. Re-shop at renewal if needed. If your current form excludes your core business, the market has better options. That is precisely what an independent broker exists to find.

How PRIA Brokers Helps

PRIA Brokers is an independent insurance agency that reviews AI-related coverage gaps and places tech E&O with A-rated carriers — including markets with explicit AI and machine-learning provisions. We compare multiple forms side by side, so you can see which policies actually cover your AI exposure before you bind.

Request a review and quote through our online quote form, or learn more about Tech E&O insurance and insurance for AI ethics auditors.

Important

This article is general information, not insurance or legal advice. Whether any policy covers any AI-related claim depends on the specific policy language, endorsements, facts, and applicable law. Nothing here characterizes the terms of any specific policy or guarantees coverage or availability of coverage. Policy language controls. Consult licensed insurance professionals for a review of your specific policies.