Walk from noisy AI feedback to a launch call

Pilot closeout You need to decide whether an AI drafting assistant should launch to all account managers, a smaller segment, or nobody yet. Clustering is only useful if it sharpens the launch call rather than adding more qualitative fog. Converging the map Problem cluster -> severity -> affected workflow -> decision Move from observations to clusters, then test which clusters actually block the intended use case. Dead-end habit Stop at a labeled cluster board without translating it into a launch implication. The map becomes a launch recommendation with clear rationale. Clusters matter when they change rollout scope, not when they…

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