Private AI for industrial engineers.

Test the bottleneck before changing the layout

Measure waiting and cycle variation, identify constraints and simulate alternative task or station arrangements.

Inputs: Time studies, process-state events, permitted line video, work content and queue measurements.

From observation to completed task

Prepare a reproducible improvement study with the assumptions and proposed layout or process changes.

Draft a process-review outline from recorded observations

The supporting records include approved process maps, time-study summaries and project notes.

Engineers verify measurements and recommendations.

The systems involved

Time-aligned event capture, anonymised observation where appropriate and a validated simulation tool.

SOS AI configures the local models and tool permissions for this workflow. Actions in business software follow the authority you approve; uncertain cases and actions outside those limits go to the responsible person.

What a useful result must get right

Engineers verify measurements and worker impacts; do not infer individual productivity from surveillance.