Industry Deep-Dive ยท 9 min read

Insurance for AI / ML Companies: New Risks, New Underwriting

AI companies face a faster-evolving risk landscape than almost any other vertical. Underwriting has caught up unevenly.

Where AI risk shows up

Model output liability (hallucination, defamation, IP infringement). Training data provenance + IP indemnification. Bias / disparate-impact claims. Customer indemnification obligations.

Coverage notes

Tech E&O is the primary policy responding to model output disputes. Cyber covers data breach, but most AI-specific risk lives in Tech E&O. Some carriers now offer dedicated AI endorsements; others exclude AI risk explicitly.