Classify edge AI telemetry by operational purpose and risk management value.
Place each telemetry item in the right purpose bucket for a retail edge camera system. Must monitor for service and risk Aggregate only Debug on request Do not collect by default Model version active on each device P95 capture-to-alert latency by store Raw customer-facing aisle video for all hours Confidence histogram by product category Ten low-confidence frames after an approved incident token Device temperature and restart count Face crops of shoppers near the shelf Hourly count of human overrides by store
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