Private AI for lab automation companies.

Let the system notice, investigate and hand off

Recognise abnormal sequences, compare cycle times and identify the evidence needed to investigate a stop.

Inputs: Approved PLC or historian data, machine-state events, inspection results and change records.

From observation to completed task

Create an exception task and coordinate approved diagnostic tools before recommending a change.

Draft a customer-project handover from approved requirements

The supporting records include approved interface specifications, test notes and project records.

Engineers verify instrument behaviour and safety.

The systems involved

Industrial gateways, time alignment and explicitly authorised interfaces separate from interlocks.

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

Control changes require engineering validation; test loss-of-data behaviour and safe failure modes.