IIAI ARTICLES
AI is Insurable
But Not the Way You Think. By James W. Moore In February 2026, according to AIUC's announcement, ElevenLabs became the first company to go live with a dedicated AI liability policy, backed by Lloyd's market capacity with limits up to $50 million. It required more than...
Deepfakes Were the Warning Shot:
Insurance Is Now Fighting Synthetic Claims Editor's Note: This article follows our January analysis of AI weaponization in insurance, The AI Arms Race, and builds directly on the structural arguments in "The AI Sidecar Strategy" and "AI Didn't Just Change the Tools —...
AI Insights May 29 2026
States Are Drawing Lines on AI Claims Decisions. The Map Is Getting Complicated. Three states have now enacted laws that directly regulate how health insurers can use artificial intelligence in claims coverage decisions, and the frameworks they have chosen are...
AI Didn’t Just Change the Tools. It Changed the Architecture.
Why companies that treat AI as a technology upgrade are solving the wrong problem. By James W. Moore | InsuranceIndustry.AI Key Takeaways AI is not a productivity upgrade. It is a structural disruption to the economic logic that determined how insurance organizations...
Billions Left Behind: How AI Rewrites the Economics of Subrogation
By James W. Moore Key Takeaways An estimated $15-20 billion in recoverable subrogation dollars goes uncollected annually -- not from incompetence, but from economics that made most cases not worth pursuing. AI shifts subrogation from selective, episodic recovery to...
Your AI Is Already Being Trained. The Question Is by Whom.
Every claims override, underwriting exception, and appeal reversal is a feedback signal. Most carriers have no idea what those signals are teaching their models. By James W. Moore | InsuranceIndustry.AI Executive Summary / Key Takeaways Any insurance carrier that has...
The Distribution Penalty: How Carrier Inconsistency Silently Empties Your Pipeline
By James W. Moore Key Takeaways Agents and brokers don't complain about carrier inconsistency. They route around it — quietly, permanently, and without warning. Carriers have almost no visibility into the submissions that never arrive. They measure what they see;...
The Reluctant Auditor: What AI Sees That We’d Rather It Didn’t
By James W. Moore | InsuranceIndustry.AI Executive Summary / Key Takeaways AI was deployed to improve efficiency and accuracy. Exposing decades of institutional inconsistency was not in the requirements document — but that's what it's doing. Inconsistency in...
The Governance Problem AI Didn’t Create (But Might Actually Fix)
By James W. Moore | InsuranceIndustry.AI Executive Summary / Key Takeaways A Nobel Prize-winning study found 55% variance among underwriters pricing identical risks at the same carrier, revealing governance gaps that predate AI entirely. AI-driven systems can shift...
When AI Starts Acting on Its Own: The Governance Gap Insurers Aren’t Ready For
WHEN AI STARTS ACTING ON ITS OWN: THE GOVERNANCE GAP INSURERS AREN’T READY FOR By James W. Moore Key Takeaways AI in insurance is shifting from tools that assist human decisions to autonomous agents that execute multi-step workflows independently. Most governance...
Why Vendor AI Doesn’t Transfer Risk (Even If Your Contract Says It Does)
Executive Summary Insurance executives adopting AI vendor solutions are making a familiar mistake in unfamiliar territory: assuming that contract language transfers regulatory and operational risk to the technology provider. It doesn't. Regulators across the country...
“The AI Did It” Is Not a Defense
Why Insurance Needs Accountability Architecture Before AI Goes Wrong Key Takeaways Technology has always arrived before the rules governing it, and insurance has always been the industry that builds the framework after the risk materializes. AI is following the same...
Anthropic Just Accidentally Published the Blueprint for Production AI Agents. Here’s What Insurance Executives Need to Know.
Anthropic Just Accidentally Published the Blueprint for Production AI Agents. Here's What Insurance Executives Need to Know. By James W. Moore | April 1, 2026 Key Takeaways Anthropic accidentally leaked 512,000 lines of source code for Claude Code, its AI coding tool...
We’ve Been Here Before: What the Punch Card Panic Teaches Insurance Leaders About AI
Executive Summary: The anxiety surrounding artificial intelligence feels unprecedented. It isn't. The insurance industry has been at the epicenter of every major wave of automation anxiety since the 1890s, and the pattern that emerges is remarkably consistent: real...
Who’s Really Making That Underwriting Decision?
Who's Really Making That Underwriting Decision? Wharton Research Reveals AI's Invisible Takeover of Human Judgment By James W. Moore | InsuranceIndustry.AI Executive Summary New research from the Wharton School introduces "cognitive surrender," a phenomenon where...
Accenture Just Made AI Proficiency a Promotion Requirement. Insurance Carriers Should Be Paying Attention.
Accenture Just Made AI Proficiency a Promotion Requirement. Insurance Carriers Should Be Paying Attention. By James W. Moore | InsuranceIndustry.AI | March 19, 2026 Key Takeaways Accenture CEO Julie Sweet has made AI proficiency a mandatory requirement for employee...
The Readiness Gap: What the 2026 ACT Tech Trends Report Reveals About Independent Agencies and AI
The Readiness Gap: What the 2026 ACT Tech Trends Report Reveals About Independent Agencies and AI The Big "I" Agents Council for Technology just released its 2026 Tech Trends Report, and it confirms what many of us have suspected: independent agencies are enthusiastic...
AI Security Platforms for Insurance
AI Security Platforms for Insurance: What Carriers and Agencies Need to Know in 2026 By James W. Moore Key Takeaways: AI is now both a cybersecurity tool and a cybersecurity target — insurance organizations face threats on both fronts simultaneously. The major AI...
What Dusty Plasma Can Teach the Insurance Industry About AI
What Dusty Plasma Can Teach the Insurance Industry About AI By James W. Moore Key Takeaways Physicists at Emory University used a domain-trained AI to discover new laws of nature from a small, purpose-built dataset. The model ran on a desktop computer and corrected...
Why You Think AI Doesn’t Work (And Why You’re Probably Wrong)
Why You Think AI Doesn't Work (And Why You're Probably Wrong) By James W. Moore | InsuranceIndustry.AI Key Takeaways Free AI tools are entry-level products, not representative of what enterprise-grade AI can actually do. Without paid plan features like persistent...