What separates AI teams that ship from teams that stay in pilot
Most AI pilots succeed. Most AI products don't. The gap is not technical capability. It is a set of organizational and process decisions that teams make before the pilot ends.
AI AdoptionProduction AIAI StrategyPlatform DevelopmentDeployment
Why your AI proof of concept works but your product doesn't
AI proofs of concept are optimized to demonstrate capability under conditions that don't hold in production. Here is what changes when the demo environment goes away.
Production AIAI EngineeringPlatform DevelopmentDeploymentAI Architecture