Traditional StackScanners + People
NullifyAutonomous Program
Signature scanners in silos — SAST, DAST, SCA each in their own console
Reasons about how your app actually works — catches logic flaws signatures miss
Manual, false-positive heavy — analysts sort thousands of alerts by hand
Validated findings include reproducible evidence and are scored against your risk model
A ticket handed to developers — the fix is still yours to write
Ships merge-ready PRs and self-refactors from CI logs — 89% merge-ready
Manual assignment, chased over Slack and stand-ups
Routed from code ownership and review capacity, followed up automatically
Periodic scans and point-in-time pen tests
Always on, continuously adapting across your whole attack surface
A team required just to run, tune and correlate the tools
Automated — people retain judgment and final merge approval
Per seat and per license tier, regardless of outcomes
Priced on the security work actually done — cost tracks outcomes
