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DATA-ETHICS5 MIN READ

From Raw Location Trail to Minimal Mobility Signal

Describe how data minimization, aggregation, retention, and access controls reduce risk while preserving a legitimate operational use.

The staffing forecast needs movement patterns, not person-by-person trails. What does the responsible redesign change? A realistic hospital operations office with a clean clinical workspace, an analyst viewing a blurred map-like trail visualization on a laptop, phones and access badges on the desk, a shared notebook open, space on the left for overlay, no text, words, letters, numerals, logos. Before: an analyst uses raw staff phone-location trails in a shared notebook to forecast cafeteria staffing. The workflow exposes person-level movement when the task only needs hourly demand patterns. Before: raw trails answer the question by exposing too much. https://oylytksvdaqzqcpcfhxp.supabase.co/storage/v1/object/public/omie-images/nugget-scenes/b35433a2-de4f-49b0-9228-0edccb35ff10-0.png A…

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