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Closing the GenAI Execution Gap

Closing the GenAI Execution Gap
August 18, 2026 4 min read

Quick Answer

Enterprise GenAI has moved beyond proving that the technology can work. The harder challenge is determining whether a promising use case can operate reliably inside the business. This white paper introduces the GenAI Production Readiness 6, a 45-business-day execution framework, and a production decision model to help enterprise teams move from proof of concept toward a defensible decision to advance, refine, re-scope, or stop.

INTRODUCTIONThe Experimentation Era Is Ending

THE EXECUTION GAPWhy Successful GenAI POCs Still Fail to Reach Production

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