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Risk Cohorts
Groups of devices with elevated risk profiles.
SD Card Failure Risk (Next 7 Days)
Devices showing increased read/write errors and latency.
42
Devices
Power Path Failure Risk (Next 30 Days)
Voltage fluctuations and battery health degradation below 60%.
15
Devices
Connectivity Degradation (Urban Canyons)
Devices operating in areas with historically poor signal strength.
112
Devices
Firmware v2.4 Rollback Candidates
Devices on a problematic firmware version showing instability.
8
Devices