# Scanner Provider OEM Figures
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.
The scanner remains the product surface while SecEng adds AI-native finding depth, evidence discipline, attack-path context, and lifecycle support.
From candidate to defensible finding.
Detection is only the beginning; evidence, validation, review, and claim status determine whether a result is reportable.
Detection is only the beginning; evidence, validation, review, and claim status determine whether a result is reportable.
- 1Detected candidate
- 2Deduplicated
- 3Evidence supported
- 4Validation queued
- 5Validated
- 6Analyst accepted
- 7Reportable finding
- Public claim ready
- Public claim with caveat
- Internal only
- Do not claim
One representative finding. One measurable OEM pilot.
A bounded integration test proves the create, update, evidence, deduplication, rescan, remediation, and retest lifecycle.
A bounded integration test proves the create, update, evidence, deduplication, rescan, remediation, and retest lifecycle.