Walking Skeleton: Capture (Multi-Data) ➔ Analyze (SOV/Positioning) ➔ Visualize (HQ/Branch) ➔ Recommend (Debbie) ➔ Action (Content/Ads/Copy) ➔ Feedback Loop
Personalized advisory hydrated from pre-computed intelligence state.
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Marketing and engineering actions generated by the pipeline awaiting stakeholder sign-off.
Frontline feedback and campaign outcomes fed back into the multi-agent analysis loop.