How do proactive alerts detect battery drift before user complaints?

Proactive battery alerts need expected voltage curves by firmware version, hardware revision, and temperature band. Alert when devices report faster drop, shorter connect windows, and rising retry counts in the same cohort. For a cold-room sensor, tune thresholds differently from an indoor gateway so normal winter sag does not page ops.