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AI-TOOL-ROLLOUT6 MIN READ

Use a scale gate, not a launch date

Apply a three-gate decision walk to decide whether an AI pilot is ready to scale.

Scale pressure The AI pilot hit its end date. Activity is high, but champion questions are piling up and only two managers have practiced the review workflow. A launch date is not evidence that the next cohort can succeed. Scale gate Value -> Ability -> Capacity Scale when the pilot has produced proof, a repeatable behavior, and enough support for the next ring. Calendar Pilot ended, so launch broadly. Scale becomes a managed diffusion step instead of a bigger experiment. If a barrier appears in the pilot, scale will amplify it unless you fix it first. 01 Value 02 Ability…

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