NEW

Start with the pressure: sales, launch, abuse, agents, data, or guardrails

V-01

Keep the attack engine. Add the context and evidence plane.

The offensive platform continues generating and chaining attacks while SecEng adds system context, evidence qualification, remediation chokepoints, and structured return.

capability plane

V-01

Keep the attack engine. Add the context and evidence plane.

The offensive platform continues generating and chaining attacks while SecEng adds system context, evidence qualification, remediation chokepoints, and structured return.

The offensive platform continues generating and chaining attacks while SecEng adds system context, evidence qualification, remediation chokepoints, and structured return.

PARTNER PLATFORMExisting offensive platformAttack finding ortraceExisting attackchainReproduction andretest workflowOriginalremediationguidanceSECENG LAYERSecEng context and evidence planeGray-boxsystemcontextIdentity,permission,and toolauthorityGroundedversusinferred pathsegmentsIndependentchallenge andvalidationCross-chainremediationchokepointsPARTNER RETURNReturned product resultEvidence-qualifiedattack pathExplicitgroundingandinferencelabelsRemediationpriority andchokepointsRetest stateand residualuncertaintyStructuredprojectionback intothe platform