Why Vulnerability Backlogs Do Not Go Down
Findings up
+140%
Scan results grow faster than teams can remediate
Rebuild time
88%
Most vulnerabilities are inherited through images and dependencies
Avg. remediation cycle
12d
Patch and rebuild cycles slow releases across services
What Breaks in the Manual Remediation Loop
Traditional remediation prioritizes activity, not outcomes.
Automated Remediation That Produces Defensible Results
Secure Foundations
Start from Curated Near-Zero CVE Images to eliminate inherited vulnerability debt.
Runtime Truth
Use SBOM and RBOM context to focus on applicable, executed risk.
Secure Foundations
Remove unused binaries and libraries to reduce exposure without changing application logic.

up to 95%
Total CVEs reduced by eliminating inherited and unused components
up to 90%
Attack surface reduction through runtime-aware hardening
~ 60%
Reduction in manual remediation effort
Faster
Audit and authorization readiness with continuous evidence
