Structure AI synthesis by customer journey phase, touchpoint, emotion, and ownership.
The move: cluster inside the journey, not outside it. A journey map usually includes a point of view, scenario, phases, actions, thoughts, emotions, touchpoints, channels, insights, and ownership. When AI analyzes customer feedback, those fields become guardrails. The model should not merely ask, "What topics repeat?" It should ask, "Where in the experience does this happen, what is the customer trying to do, how do they feel, and who can change it?" Why this works Feedback loses meaning when separated from sequence. A delayed export before a board meeting has different urgency than a delayed export during exploration. A missing…
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