Private AI for biologists.

Keep biological analysis tied to the experiment and permissions

Identify batch effects, compare results and execute approved analyses while retaining provenance.

Inputs: Authorised assay outputs, experimental metadata, controls and validated analytical methods.

From observation to completed task

Prepare reproducible research reports and questions for the scientist reviewing them.

Prepare a source-linked research summary from approved records

The supporting records include authorised study notes, methods and papers.

Scientists validate findings and biological-safety requirements.

The systems involved

Laboratory data access, controlled compute and study-specific permissions.

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

Researchers verify biological interpretation and biosafety; no autonomous hazardous experimentation or clinical claims.