Attack surface management that ends in a fix, not a finding.

AEDE is VulnTrek’s governed exposure-to-remediation loop. It helps teams move from prioritised risk to scoped remediation campaigns, read-only planning, approval routing, controlled execution, and recorded outcomes.

Consequential actions remain policy-bound and approval-aware. Teams retain control over scope, target systems, execution, exceptions, and closure.

The governed AEDE loop

AI recommends. Policy governs. Humans approve. Evidence remains.

Connect and correlate available findings; enrich and explain priority; prepare a scoped, read-only plan; apply policy checks and required human approval; coordinate only permitted actions through configured systems; and record outcomes, refusals, exceptions, undo, or closure evidence.

Review the complete eight-step workflow

Pramana evidence

Pramana preserves append-only, traceable evidence and audit records for relevant vulnerability, remediation, and governance events. It helps teams review why a decision was made, what was approved, what occurred, and what evidence supports closure.