Embed in a route
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Add selected Workbench capabilities through bounded OEM and partner integrations
SP-01
The scanner remains the product surface while SecEng adds AI-native finding depth, evidence discipline, attack-path context, and lifecycle support.
layered cutaway
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.
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Keep the scanner. Add the finding and evidence plane. (SP-01). AI Security LLC Figure Library. https://aisecurity.llc/publication-dsl/figures/SP-01