Lab Monitoring & Sensor Logging

Enterprise SCADA is overkill — but spreadsheets miss events

Lab-scale buyers do not have a SCADA budget but cannot trust a weekly Excel rollup. There is a wide gap between $0 and a $20k integrator quote.

Manual sample-rate adjustments

Some experiments need 1-minute logging; others log for weeks at hour intervals. Switching between protocols on legacy data loggers is friction.

No cross-bench visibility

Each bench, fridge, freezer, or incubator gets its own data logger with its own export workflow. Side-by-side comparison is manual.

Calibration drift goes unnoticed

Sensors drift over time. Without tracked calibration history, today’s reading and last quarter’s reading are not actually comparable.

Multi-bench live dashboard

See temperature, humidity, CO₂, pressure, and any analog/digital input from every Pi-equipped bench on one screen.

Sample-rate flexibility per signal

Configure per-signal sample intervals — from 1 Hz for short experiments down to per-minute for long ambient logging. PID loops on the edge.

Threshold + anomaly alerts

Freezer warming over -20 °C, incubator drifting, autoclave failure, gas-cabinet alarm — every channel can have its own threshold and recipient list.

Calibration + audit trail

Track per-sensor calibration parameters and history. Every reading is timestamped and queryable. Export sensor history per device for review.