Runtime SCA

If it doesn’t run,

it doesn’t matter.

Runtime SCA that cuts through the noise and shows what truly is exploitable.
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CVSS scores are static and Generic
CVSS scores ignore how your application actually runs, which functions execute, and whether a vulnerability is even reachable in production.
Drowning in Vulnerabilities
Modern applications ship thousands of CVEs. Most are never executed, yet teams are forced to triage everything - wasting time on risk that doesn’t exist.
Static scanners fall short
Static Scans Can’t See Runtime Reality, they detect code on disk, not code in motion. They miss dynamic loading, feature flags, real execution paths, and what attackers can actually reach.
Features

Your vulnerability backlog doesn’t stand a chance

Runtime Deprioritization

De-prioritize 99% of vulnerabilities with function-level runtime reachability. Determine which vulnerabilities pose the highest risk, and remediate those first.
Dashboard showing risk focus from total on disk to vulnerable functions executed dropping from 1,674 to 36.

Runtime Network reachability

Find out which workloads are facing the internet and prioritize remediation for those first. By collecting cluster metadata we are able to piece together your container network exposure path and prioritize your vulnerabilities accordingly.

Full Code-to-Runtime Visibility

Raven traces runtime behavior all the way back to its origin in code.Every executed library, function, and exploit path is mapped to the exact commit, author, build, image, and deployment that introduced it. Security teams see what happened in production. Developers see where it came from and how it shipped.
No guesswork. No log correlation. No manual forensics.
Commit details showing author Jaka Hudoklin, repository raven-ci branch dev, commit e99av7b1 from gitlab-pipelines.

Full remediation path visualization

Raven accelerates remediation by visualizing full dependency paths, exposing hidden risks in deep transitive dependencies. By untangling complex dependency trees, it makes vulnerabilities easy to identify, understand, and fix across your entire stack.
Diagram showing Java packages with one labeled vulnerable: org.apache.commons:commons-text:1.9.

Integrations

Streamline security workflows through seamless integrations with messaging and issue-tracking tools. Automatically push customized security feeds and vulnerability discoveries directly into Slack, Teams or email for enhanced team communication. Create targeted JIRA tickets based on configurable security rules, ensuring alerts always reach the right teams for efficient remediation and improved collaboration.
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Comparing Runtime SCA to your current SCA tool?

See Raven vs SCA
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Raven.io has become an invaluable part of SageSure's code security program, providing rapid and effective analysis of issues in deployment and enabling focused "shift left" development efforts which significantly improve security posture for the production environment.
Ed Vazquez
Manager, Security Engineering and Architecture at SageSure
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Frequently Asked Questions

How is Runtime SCA different from traditional SCA tools?
Traditional SCA reports every known vulnerability in your dependency tree. Raven focuses only on vulnerabilities that actually execute and can be exploited in production, reducing noise by up to 99%. For a full side-by-side breakdown, see Raven vs SCA comparison.
Does this require source code access?
No. Raven reconstructs dependency relationships and vulnerable execution paths from runtime behavior, without needing source code or build pipelines.
How accurate is the runtime reachability analysis?
Raven observes real execution at the function level. If a vulnerable function never executes, it’s deprioritized. If it does, Raven surfaces it with full context.
Does Runtime SCA impact performance?
Best in class Performance: <0.2% CPU & <300MB RAM, when all modules are active. Raven is designed for high-throughput production environments. It analyzes execution at the library and function level using eBPF-based instrumentation, with negligible runtime overhead and no impact on application latency or stability.

Resources

OWASP Changed. The Application Security Stack Needs to Catch Up.
Security
July 9, 2026
OWASP changed because software changed. Learn why CISOs need runtime trust to understand open-source components, supply chain risk, AI-driven exploitation, and what actually executes in production.
Read more
You patched Log4J. AI is working on the next and here's why patching alone won't be enough.
Security
July 2, 2026
Step-by-step guide to patching Log4Shell (CVE-2021-44228), why initial fixes were incomplete, and how runtime prevention protects live patching windows.
Read more
What Is IAST, and Why Testing Runtime Is Not the Same as Protecting Runtime
Security
July 2, 2026
IAST uses runtime sensors to find vulnerabilities during testing. Learn how it works, how it compares to SAST and DAST, and its production limits.
Read more