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Enterprise AI projects need expectation management because prototypes and operating capability are different
Buying AI software is not the same as creating an AI operating capability
AI can amplify frontline judgment when field experience is captured and reviewed
AI plus people often beats AI-only when the work still requires judgment, feedback, and responsibility
FDE is the role that helps AI go to work inside real enterprise workflows