Can AI Companies Get IP Insurance?

AI businesses may face questions about training materials, model software, generated output, branding, and licenses. The sources reviewed here do not establish a standard AI-specific IP grant or how all policies treat those issues. A generic technology or IP product label therefore does not confirm that claims about training data or generated output are covered.

Describe the model, data sources, output controls, customer use, and relevant licenses accurately in the application. Ask the insurer how the proposed form treats copyright, trademark, patent, and trade-secret allegations tied to those activities, including claims involving contractors or customer prompts. Review media, professional-services, contractual-liability, and known-dispute exclusions. Check whether a cyber form responds only when a defined security event triggers the claim. If the insurer offers a special endorsement, obtain and review its definitions, sublimits, and conditions. Coverage for ordinary software operations does not by itself resolve generative AI exposures.