Joel Singh
Author and Editor, AI Liability Insurance Buyer's Guide
Joel Singh
Joel Singh has spent two decades leading quality engineering at Fortune 1-100 companies: the discipline of proving, with machine-verifiable evidence, that complex systems actually do what their owners claim. He is the founder of an AI advisory practice that applies that same evidence standard to AI governance: readiness assessments, usage policies, model inventories, and the documentation underwriters now ask for at renewal.
This guide exists because the AI insurance market moved faster than the information around it. Standalone AI liability products are months old, exclusion endorsements took effect January 1, 2026, and most of what ranks in search is either a broker promoting its own product or an anonymous site with no verifiable method. A neutral, source-verified table seemed worth building.
Why trust this guide
Named authorship.
Every page on this site is written and maintained under Joel Singh's byline. No anonymous content.
Evidence discipline.
The same standard used in Fortune 1-100 quality engineering applies here: every factual cell in our datasets carries a source URL and a last-verified date. Claims without evidence are labeled as unverified, not published as fact.
No coverage sales.
This site does not sell, solicit, or negotiate insurance, and takes no commissions on policies. See the editorial policy for how facts are sourced and how the site is funded.
Public corrections.
Errors are fixed publicly and logged. See the correction policy.
What Joel is not
Joel is not a licensed insurance producer, broker, or attorney. Nothing on this site is insurance advice or legal advice. The guide describes the market from public, cited sources; decisions about your own coverage belong with your carrier, a licensed broker, and, where relevant, your counsel.
Reviewed by iSL Advisory
Editorial review and the AI governance methodology behind the coverage-readiness content come from iSL Advisory, Joel's advisory practice. The guide remains an independent publication with its own editorial and correction policies.
Contact
Questions, corrections, or source disputes: joel@isinghlabs.com.