Private AI for personalized-medicine companies.

Keep experiments and instruments in view

Compare runs against controls, flag batch effects and link unusual measurements to the experimental record.

Inputs: Instrument exports, sample identifiers, assay controls, experiment metadata and lab notebooks.

From observation to completed task

Create a review task and assemble the relevant plots and methods for the scientist investigating it.

Organise authorised project and quality documentation

The supporting records include approved methods, consent requirements and quality records.

Qualified professionals validate clinical claims and data permissions.

The systems involved

Instrument and laboratory-system access, consistent sample identifiers and analytical models validated on the assay.

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

Track false alerts, missed control failures and reproducibility; a pattern is not a biological conclusion.