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Why AI Pilots Fail in Banking and Insurance: The 2026 Production Gap Report
15 min read

Why AI Pilots Fail in Banking and Insurance: The 2026 Production Gap Report

Enterprise AI spending is doubling — but 95% of pilots in banking and insurance deliver zero measurable return. This deep-research report breaks down why production AI fails in regulated industries, introduces the Controlled Resolution Rate benchmark, and maps the five-layer framework that actually survives compliance and audit.