AI hallucination in insurance.

Insurance is contracts. Every word in a policy has legal weight. When AI hallucinates coverage terms, fabricates exclusion clauses, or generates incorrect claims assessments, it creates financial and legal exposure that no actuary priced for.

Where insurance AI hallucinates.

Claims processing. AI systems assessing claims generate determinations based on pattern matching against policy language. When the model hallucinates - misinterpreting coverage scope, fabricating precedent, or generating incorrect damage assessments - claims are wrongly approved or denied. Wrongful denials generate lawsuits. Wrongful approvals generate losses.

Policy summaries. Customers ask "Am I covered for X?" and AI chatbots answer confidently. If the answer is hallucinated - stating coverage that does not exist or omitting exclusions that do - the insurer is exposed. Like the Air Canada case, a chatbot's fabricated coverage statement can become a binding commitment.

Underwriting analysis. AI underwriting systems evaluate risk based on data analysis. When models hallucinate risk factors - inventing correlations, fabricating statistical relationships, or generating phantom risk indicators - underwriting decisions are built on fiction. Policies are priced wrong. Reserves are calculated wrong.

Regulatory correspondence. Insurance is heavily regulated. AI-generated correspondence with regulators that contains hallucinated compliance claims, fabricated policy terms, or incorrect regulatory citations creates serious exposure with state insurance departments.

Insurance is a promise backed by a contract. An AI that hallucinates contract terms is an AI that fabricates promises. In insurance, fabricated promises are liabilities.

The verification requirement.

Every AI output in insurance must be verified against the actual policy documents, the actual coverage terms, and the actual regulatory requirements. This is not optional in a regulated industry - it is the minimum requirement for deployment.

Check provides this verification. Before an AI answers a coverage question, Check retrieves the actual policy terms. Before an AI processes a claim, Check verifies the determination against the actual coverage scope. The AI's output is grounded in the actual documents, not in pattern-matched approximations.

Real-time verification gives insurance companies the ability to deploy AI at scale - faster claims processing, 24/7 customer support, automated underwriting - without the hallucination risk that has blocked enterprise adoption in the industry.

Your AI should never fabricate a policy term. Verify.

120 verifications a day free. No card, no signup.