Cut your vuln backlog by 80% in week one.
Reachability + call-graph + EPSS/KEV prioritization mean Griffin AI only opens tickets for CVEs that are actually exploitable in your code — without dropping a single real risk.
What today looks like.
AppSec triages 1,200 findings a quarter; engineers fix 11% of them.
Devs ignore the queue because they've been burned by phantom criticals before.
Audit prep means filtering "not really exploitable" by hand, in a spreadsheet, at 11pm.
How Safeguard solves it.
AI-native and traditional, working together.
Griffin AI does the triage
Cross-language call-graph reachability decides which CVEs are exploitable in your code. EPSS + KEV decide which are exploitable in the wild. The intersection is the only queue your team sees.
Backed by real coverage
Reachability is layered on top of full SCA, IaC, DAST, and container scans — so when something is suppressed, the evidence trail still exists for auditors.
Before vs. after.
Personas who benefit most.
See your real backlog, ranked by reachability.
Bring a recent Snyk / Black Duck / Veracode export. We'll rerun it with Griffin in 30 minutes.