Private AI for malware 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.

Document an authorised defensive analysis for peer review

The supporting records include approved sandbox reports, analysis notes and classification guidance.

Researchers validate findings; no malware creation is proposed.

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.