← All templates
Watch MQTT sensors → Watch + Report

Sensor anomaly watcher (manufacturing)

For small factories with PLC or MQTT-connected machines. Watches readings, pings on anomaly.

The exact prompt
"Watch all my MQTT sensor streams. If any reading drifts more than 3 standard deviations from its 7-day baseline for 10 minutes, ping me and start logging at higher frequency." Open in Tablize →

What you get back

A real-time alert with sensor ID, current reading, baseline statistics, and a 30-minute time-series chart of what happened.

Anomaly detection on industrial sensors without a $30K MES system. Tablize learns each sensor’s normal range over the last 7 days, watches in real time, and pings you when something drifts. Detected events trigger higher-frequency logging automatically — so when you come look, you have the high-resolution data.

Use this when: you run a small factory or workshop and you’ve been burned by a slow-developing problem nobody noticed.

Spec

Job
Watch
Data needed
MQTT sensors
Output kind
Watch + Report
Best for
Operator
Tags
iot · manufacturing · anomaly · mqtt

Run this on your own data.

Drop in your CSV or connect your database. Get the answer in under 60 seconds.

Try this template free