Private AI for formula-based manufacturers.

Keep process intelligence close to the process

Detect yield changes, compare process scenarios and identify questions for specialists.

Inputs: Explicitly authorised process measurements, formulation records, quality data and equipment context.

From observation to completed task

Create investigation tasks and propose experiments for authorised technical review.

Prepare a restricted document-control review

The supporting records include approved procedure indexes, quality records and change requests.

Specialists validate formulas and production safety.

The systems involved

Restricted historian and laboratory connections with carefully bounded model access.

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

Qualified staff approve formulations and process changes; preserve trade-secret access limits.