Infographic

The GenAI Execution Gap

August 18, 2026 4 min read

Quick Answer

A GenAI proof of concept proves that something can work. Production readiness requires proving that it can work here, for a defined workflow, under real operating conditions and against explicit criteria. This infographic maps the execution gap and a 45-day path from definition through an evidence-based Advance, Refine, Re-scope, or Stop decision.

A successful GenAI proof of concept answers one question:

Can this capability operate reliably inside the business, for a defined workflow, under real enterprise conditions, and against explicit success criteria?

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