Private AI for process engineers.

Find which operating condition changed with the result

Analyse relationships among variables, detect drift and compare scenarios without treating correlation as a confirmed cause.

Inputs: Historian measurements, batch context, lab results and approved operating envelopes.

From observation to completed task

Build a process-investigation package and propose controlled tests for engineering approval.

Prepare a source-linked review of approved process documentation

The supporting records include operating procedures, authorised reports and change records.

Engineers validate technical conclusions and safety implications.

The systems involved

Historian and lab-system connections, unit consistency and validated process models.

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

Keep recommendations within approved envelopes; independent controls protect the process.