Where does the term silent AI come from?
From the insurance market’s last surprise. Cyber losses once surfaced in property and liability policies that were never priced for them, and insurers spent years closing that gap. Accenture’s Vikram Desai described the sequence to CNBC: “Cyber risk sat silently inside general liability for years until insurers named it, excluded it, then sold it back” (CNBC, 28 October 2026, read 2 November 2026). AI is now partway through the same three steps, which means the cover a company quietly had last year may not survive its next renewal.
Which policies carry silent AI exposure?
More than most risk owners expect. AI-related claims can arise under general liability, professional liability, cyber, employment practices and D&O policies “even when those policies say nothing about AI” (Truth on the Market, 23 October 2026, read 2 November 2026). A chatbot giving wrong advice, a screening model accused of bias, an agent that sends the wrong payment: each could land in a different policy, or in none. The exposure follows where AI sits in the work, not which policy has AI in its title.
How is the insurance market ending silent AI?
By writing AI into the wording, mostly as exclusions. The Insurance Services Office introduced optional generative AI exclusions for commercial general liability in January 2026, and Fenwick reports that several insurers have added broad AI exclusions to D&O, employment practices and fiduciary policies (Fenwick, 15 June 2026, read 2 November 2026). Fenwick calls the result coverage erosion that may only become apparent at the claims stage. Exclusions also reach your suppliers: Desai warns they “can bite when AI sits anywhere in the causal chain, including inside a vendor’s product.” Affirmative AI liability insurance is the other half of the shift, sold on purpose rather than held by accident.
What should a company do about silent AI?
Map, read, then decide, the same discipline as accountability by design. Start from an AI inventory of where AI touches customers, money and decisions. Ask your broker which policies would respond to each scenario and which renewal endorsements mention AI. Check that AI vendor assessment covers indemnities, since a supplier’s AI can trigger your exclusion. Treat the gap as a risk to price, not a technicality to discover after a loss; it belongs in AI risk management, and our piece on who is accountable when an AI agent gets it wrong covers the contract side.