PARTNERS

Add selected Workbench capabilities through bounded OEM and partner integrations

SP-01

Keep the scanner. Add the finding and evidence plane.

The scanner remains the product surface while SecEng adds AI-native finding depth, evidence discipline, attack-path context, and lifecycle support.

layered cutaway

Partner scannerTarget or application • Existing scan findings • Current vulnerability object • Lifecycle stateAI-native finding enrichmentEvidence strengthValidation queueAttack Path Analysis linkageRemediation contextRetest stateOUTPUTPartner-native result

About this figure

The scanner remains the front door, but the value shifts beneath it. In this layered cutaway, the partner scanner continues to own the product surface and the target application, while AI Security LLC OEM adds a deeper finding plane that turns raw scan output into durable security intelligence. Existing findings become structured findings with stronger evidence, provenance, and validation status, linked to lifecycle state, remediation context, and retest outcomes.

This deeper layer adds AI-native enrichment without replacing the scanner: evidence strength is scored, findings enter a validation queue, and each issue is connected to an attack path throughline and Attack Path Analysis context. The result is a partner-native experience that preserves the scanner workflow while delivering richer findings, clearer remediation guidance, and support for fixed, reopened, and evolving issues across the full vulnerability lifecycle.

Embed in a route

<FigureFromSource sourcePath="content/publications/figures/partners/scanner-providers.dsl.md" figureId="SP-01" />

Citation

Keep the scanner. Add the finding and evidence plane. (SP-01). AI Security LLC Figure Library. https://aisecurity.llc/publication-dsl/figures/SP-01