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What Is Generative AI Liability Insurance?

Generative AI liability can help pay covered defense costs and losses when someone claims your AI use caused harm, including infringement or data disclosure. If you use or sell AI outputs, check how the policy fits your role and existing liability coverage.

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What Does Generative AI Liability Insurance Cover?

A customer may rely on an inaccurate AI answer or challenge an output that uses protected material; your actual AI role changes the risk. 3

Generative AI liability is specialty insurance for third-party claims connected with your business’s use of generative AI. 1,2

The Exposure Behind the Label

AI outputs can be inaccurate, expose private information or reproduce protected material; consider the consequences of how your business uses them. 3

Using AI Versus Selling It

Drafting internal emails with an off-the-shelf tool is different from licensing a customer-facing model. The proposal needs to accept your actual role and uses. 1

Who Needs Generative AI Liability Insurance?

Consider your AI liability regardless of whether you sell an AI product or simply use someone else's tools. Explain who sees the outputs and what decisions depend on them. 3

Generative AI Liability Insurance Coverage Examples

What happened

Your AI Assistant Gives Bad Advice

A customer relies on an inaccurate answer from your AI assistant and says it caused them financial harm.

How coverage may help

AI liability may address claims about inaccurate outputs. Whether this one fits depends on the use and harm covered, as well as any AI restrictions in your existing E&O. 1,2,3

What happened

An AI Image Prompts a Copyright Claim

A rights holder says an AI-generated campaign image reproduces their protected work.

How coverage may help

Infringement protection may help if that right and use are included. AI, media and professional-liability policies can have different terms for the same allegation. 1,2,3

How Do You Compare Generative AI Liability Insurance Coverage and Costs?

Claims and Defense

Ask which claims the policy addresses: inaccurate outputs, infringement, private-data disclosure, and resulting bodily injury or property damage. 1 Compare how the insurer handles your defense, whether defense costs reduce limits and when you must report a claim. 1
Claim scenarioAsk the insurer
Inaccurate outputDoes the policy address third-party claims arising from false or misleading results?
InfringementAre claims involving protected material included, limited or excluded?
Private dataHow does the policy treat disclosure of confidential or personal information?
Injury or property damageDoes the policy address bodily injury or property damage resulting from AI use?
DefenseWho defends your claim, do defense costs reduce limits, and when must you report it?
1 1

Existing Policies and Performance Warranties

Compare the AI proposal with your cyber, professional-liability and general-liability terms, including any AI exclusions. 1 An AI performance warranty and third-party liability protection make different promises; identify which one the quote offers. 4,2

What Do You Need for Generative AI Liability Insurance Quotes?

Tools, Uses and Data

List your AI tools and intended uses, and note whether their outputs stay internal or reach customers. 3 Describe what data you provide to AI systems and how you control sensitive information and third-party content. 3

Testing, Oversight and Changes

Prepare details on testing, human review, monitoring and how you respond to problematic outputs. 3,5 Explain whether you use an off-the-shelf tool, fine-tune a model or connect it to other business systems. 3 Ask what eligibility review and technical assessment the insurer requires before offering terms. 5
PrepareAsk the broker
AI tools and intended usesWhich internal and customer-facing uses should you disclose?
Data supplied to those toolsWhat details about sensitive information and third-party content does the insurer need?
Testing, human review and monitoringWhat evidence of output checks and response procedures should you provide?
How the system is deployedDoes the quote cover your off-the-shelf tool, fine-tuned model or connected systems?
Eligibility and technical reviewWhat assessment does the insurer require before it offers terms?
3 3 3,5 3 5

Generative AI Liability Insurance: Key Terms in Plain English

AI Liability

A specialty label for third-party claims connected with your use of generative AI; the label alone doesn't define the coverage. 1,2

Performance Warranty

A promise about AI performance, which is different from protection against third-party liability claims. 4,2

Generative AI Liability Insurance: A Policy Example to Compare

See Corgi's guide for an example of one provider's coverage terms and optional extensions.

Frequently Asked Questions About Generative AI Liability Insurance

Do I Need to Sell AI to Have an AI Exposure?

No. Using AI in your own business can also create liability. The quote needs to fit your role, whether you're using a tool or selling an AI product. 1

Is an AI Warranty the Same as Liability Insurance?

No. A performance warranty promises a particular result or performance. Liability protection concerns covered claims from other people. 4,2

Can Generative AI Liability Insurance Address Inaccurate or Infringing Outputs?

Ask whether the quote addresses claims involving inaccurate outputs, infringement or disclosure of private information. Check bodily injury and property damage separately; the AI label alone does not establish which claims are included. 1

How Does Generative AI Liability Fit With Cyber and E&O Insurance?

Compare the AI proposal with your cyber, professional-liability and general-liability policies. Review AI exclusions and the claims each policy addresses before deciding where separate protection is needed. 1

What Coverage Is Related to Generative AI Liability Insurance?

  • What Is Professional Errors and Omissions (E&O) Insurance?

    Professional liability can help pay defense costs and covered losses when a client says your advice or service caused financial harm. If customers rely on your work, list every service you provide and check the claims-made reporting and prior-work terms.

  • What Is Cyber Insurance?

    Cyber insurance can help pay covered response costs and claims against your business after a cyber incident. If your business relies on data, software or outside providers, compare response limits, vendor outages and approval rules.

  • What Is General Liability Insurance?

    General liability can protect your business when a customer or visitor claims you caused injury or damaged their property. It suits businesses serving customers or working on their premises; your own building, tools and stock need property coverage.

  • What Is Technology Errors and Omissions (E&O) Insurance?

    Technology errors and omissions coverage can help pay when a customer claims your software, hosting, installation or technology advice caused financial loss. If you provide tech products or services, check each activity; cyber incidents and unrelated professional work need separate review.

  • What Is Media Liability Insurance?

    Media liability can help pay defense costs for claims about content you create or distribute, such as allegations of defamation or infringement. Consider it if you publish or produce content for your business or clients; match the quote to each activity.

Generative AI Liability Insurance Guides by State

Which Insurance Providers Offer Generative AI Liability Insurance?

  • Armilla

    Armilla markets standalone AI liability insurance as a managing general agent.

  • Founder Shield

    Founder Shield markets generative-AI liability for US businesses with revenue up to $10 billion that use generative AI but do not sell it as a standalone product.

  • Relm Insurance

    Relm describes NOVAAI for AI platforms and developers and PONTAAI excess coverage for AI users and developers.

  • RiskCube

    RiskCube markets AI insurance for startups building AI products.

Updated .

Spot, a product of Tools for Enlightenment, publishes this research and works in the commercial insurance market. Editorial policy. To suggest a correction, contact Spot with the page URL and supporting source.

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