AI startup insurance

Insurance for AI startups, before the pilot becomes an MSA.

The buying problem is not a generic tech package. It is model output, training data, and a customer who will ask who is liable when the answer is wrong. We place cyber and technology E&O with wording that contemplates that, then watch for the round that triggers D&O.

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ModelOutputDecisionLiability

What underwriters want to know

How you build: train your own models, fine-tune, or orchestrate third-party APIs. Whether outputs are assistive or used for credit, hiring, health, or legal decisions. What data you train on, and whether you have rights to it. Those answers change E&O wording more than your logo does.

We are not a carrier and we do not bind online. A licensed advisor reads the file. We aim to respond within one business day. This page is not a finding that any coverage applies to your model.

The claim that is actually new

A customer relied on generated output and says the loss is yours
Training or customer data leaked from a pipeline or a prompt log
A provenance or IP dispute over data used to train or fine-tune
A pilot converted to an MSA with indemnity you did not price

Standard cyber still matters. It is not the whole file.

Today

Technology E&OOutput errors, failed integrations, and the professional-services work around a model. The form has to mention what you actually sell.

CyberTraining sets, customer uploads, and prompt data are the product as much as the weights. Breach and privacy coverage still sit here.

General liabilityBaseline for an operating company. It will not carry a model-output claim. Do not let a cheap GL quote stand in for E&O.

As you grow

Consequential decisionsCredit, hiring, health, or legal use attracts different E&O treatment and more regulatory attention. Tell us before the feature ships.

First enterprise pilotPilots become MSAs faster than founders expect. Limits and indemnity need a review while the paper is still a pilot.

Priced roundBoard seats arrive with the term sheet. That is directors and officers cover. See startup D&O insurance.

Licensing training dataIP and media questions sit next to the insurance file. Provenance disputes are a live risk. We will say when that is outside what a policy will do.

Questions we hear

Sometimes, if the carrier treats you as software. Sometimes the form is silent on model output, or it excludes it. That silence is the problem. We ask how you build and how outputs are used, then pick markets that will put it in writing.

If you already have a pilot, a data set, or a customer asking for a certificate, it is not too early. If you are still in a notebook with no users, we can wait. The form lets you say pre-revenue.

No. Insurance is not legal advice and not a license. We place coverage subject to underwriting and policy terms. Counsel owns the product and data-rights questions.

Related guides

Tell us how the model is used.

The application opens on AI / machine learning so the file matches the product.

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