MANUFACTURING

AI Worker for Manufacturing & Quality.
Lives on the shop floor, beside SCADA, MES and the SOP binder.

The shop-floor teammate. Predicts downtime, explains SOPs at the machine, and drafts deviation reports before the shift ends.

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How it works

Manufacturing & Quality, end to end.

A typical run, from request to resolution. Every step is logged, policy-checked and reversible.

Step 01

Sensor alert

Downtime or drift

Step 02

Root cause pulled

From MES & historian

Step 03

Deviation triaged

Linked to prior CAPAs

Step 04

SOP to operator

On the plant tablet

Step 05

8D drafted

Ready for review

Step 06

Closure tracked

Through to sign-off

Use Cases

What this worker does.

Predictive maintenance

Flags anomalies in torque, temperature and vibration signals ahead of failure.

Downtime root cause

Reconstructs downtime events from MES logs and shift notes into a shareable root-cause summary.

SOP Q&A on the floor

Answers SOP questions on plant tablets, in the operator's language, with page citations.

Quality deviation triage

Triages QC deviations, links to prior CAPAs and drafts the initial disposition.

OEE narratives

Turns daily OEE numbers into a plain-language shift narrative for plant leadership.

Andon assistance

Assists the andon response, pulling machine history, past fixes and the right SME.

A Day In The Life

An example conversation.

Manufacturing & Quality · Teams

Line Supervisor · Karakambadi

Formation line 3 tripped again. What's going on?

AI Worker

3rd trip in 48 hours on Line 3, all during the ramp step. Contactor K12 shows a temperature drift 8°C above baseline over the last week. Historical pattern matches a K12 contactor wear failure (last seen Jun 2024). Recommend contactor swap next changeover; I've raised a preventive WO to Maintenance.

Integrations