Private AI for vulnerability researchers.

Make authorised security testing and analysis reproducible

Analyse evidence, reproduce permitted tests in isolated environments and explain defensive implications.

Inputs: Explicitly authorised scope, lab artefacts, defensive findings and validated tool outputs.

From observation to completed task

Prepare reports and remediation tasks with reproducible evidence.

Organise validated findings into a disclosure draft

The supporting records include authorised research notes, scope documents and verified observations.

Researchers confirm accuracy and disclosure permissions.

The systems involved

Scoped test tools, isolated execution and controls preventing out-of-scope 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

Human testers retain authorisation boundaries; no autonomous exploitation of third-party systems.