Find flatlines, missing values, spikes, drift and other silent sensor failures before they reach your models or control systems.
🔒 Local-first: your sensor data stays in your browser. No backend or external API is used.
Dataset health
Quick overview across all detected numeric sensor channels.
Detailed report
Per-sensor diagnostic indicators.
Important: detected issues are statistical signals, not proof of hardware failure. Real sensor diagnostics require knowledge of sensor type, calibration, physical limits, process state and operating conditions.