SCA Exploitability Verification

88% of SCA alerts aren't exploitable.
We find the 12% that are.

Add exploitability verification to your existing SCA scanners. Stop drowning in false positives. Know exactly which CVEs actually threaten your code—with proof.

88%
False Positive Rate
80%
Noise Eliminated
5 min
Per Vulnerability Review
3 days
Time to Value

77% of your application isn't code you wrote.
You're responsible for 100% of the breaches.

Third-party dependencies power modern software—and create an overwhelming alert tsunami. Your SCA tools find everything. They can't tell you what actually matters.

Critical
77%

Third-Party Code

The majority of your application is open-source dependencies. Every library is a potential attack surface—but not every CVE is actually exploitable in YOUR context.

Alert Fatigue
88%

False Positive Rate

Nearly 9 out of 10 SCA alerts are noise. Your security team wastes weeks chasing vulnerabilities that can't actually be exploited in your codebase.

Compliance Risk
252 days

Industry MTTR

The average organization takes over 8 months to remediate vulnerabilities. With SEC 4-day disclosure rules and EU CRA mandates, that's a compliance crisis waiting to happen.

Supply Chain
30%

Breaches via Third-Party

Nearly a third of all breaches come through third-party components. Log4Shell, Spring4Shell, XZ Utils—supply chain attacks aren't theoretical. They're inevitable.

From 10,000 alerts to 847 validated risks. Automatically.

AI agents analyze CVE data, trace execution paths in YOUR codebase, and deliver exploitability verdicts with full evidence—in minutes, not days.

01
Research

Deep CVE Research

AI agents analyze CVE databases, security advisories, exploit POCs, and patch commits to identify the exact conditions required for exploitation.

02
Analyze

Your Code, Analyzed

Agents scan YOUR specific codebase to determine if vulnerable functions are called, if data flows reach vulnerable code paths, and if your architecture blocks exploitation.

03
Verdict

Verdict with Evidence

Get clear EXPLOITABLE or NOT EXPLOITABLE verdicts with full reasoning—code snippets, data flow traces, and defensive controls identified. Defend your decisions to auditors.

See exactly why a CVE doesn't affect your code

Full transparency. Complete audit trail. Every verdict includes the evidence chain so you can defend your security decisions to auditors, executives, and regulators.

// CVE-2024-38816: Spring Framework Path Traversal // Severity: CRITICAL (9.8) | Dependency: spring-webmvc:6.1.0   VERDICT: NOT EXPLOITABLE   REASON: Vulnerable function ResourceHttpRequestHandler.handleRequest() is not invoked in your codebase. Static resource serving is handled by Nginx reverse proxy, not Spring.   EVIDENCE: ├─ Searched 847 source files for ResourceHttpRequestHandler usage ├─ Found 0 direct invocations of handleRequest() ├─ Spring WebMVC imported for @RestController only └─ Static content served via Nginx (nginx.conf:L42)   RECOMMENDATION: Safe to suppress. Document architectural decision. CONFIDENCE: HIGH (98%)

Ready to cut through the SCA noise?

See how Pixee transforms your 10,000 alerts into a prioritized, verified risk list—with evidence you can defend.

Schedule Demo
Social Proof

What security leaders are saying

We went from 10,000 alerts to 847 actionable findings. My team finally has time to focus on what matters instead of chasing ghosts.

HA

Head of AppSec

Financial Services | Fortune 500

The evidence trail is incredible. When our auditors ask why we suppressed a CVE, we show them the analysis. Case closed in 30 seconds.

DS

Director of Security Engineering

Technology | Series D Startup

88% of our Snyk findings were false positives. Pixee proved it—with evidence. We redirected 3 engineers from triage to actual security work.

VP

VP of Engineering

Healthcare | HIPAA Compliant

Outcomes

Cut triage time by 91%

80%

False Positive Elimination

Automatically identify and suppress non-exploitable CVEs with evidence-backed verdicts

5 min

Average Review Time

Per vulnerability—down from 6+ hours of manual research and code tracing

3 days

Time to Value

Connect your scanners, analyze your codebase, get verified findings—in under a week

SCA Scanners find. Pixee verifies.

Capability Traditional SCA Pixee Verification
Vulnerability Detection Detects CVEs in dependencies Uses your existing scanner data
Exploitability Analysis No code-level verification Traces execution paths in YOUR code
False Positive Rate 60-88% false positives 80% reduction with evidence
Evidence Trail Generic CVE description only Code snippets, data flows, audit-ready
Suppression Confidence Manual risk acceptance Defensible decisions with proof
Time per Finding 4-6 hours manual research 5 minutes automated analysis
Automated Remediation Detection only, no fixes Merge-ready fix PRs, 76% merge rate

Extend your existing scanners. No rip-and-replace.

Works with the tools you already use. Enhances your investment instead of replacing it.

SCA Tools

10+ scanners via SARIF/API

  • Snyk
  • Mend
  • Black Duck
  • Grype
  • Trivy
  • Dependabot

CI/CD Platforms

Native integrations

  • GitHub
  • GitLab
  • Bitbucket
  • Azure DevOps
  • Jenkins

Deployment Options

Your security, your way

  • Cloud SaaS
  • Self-Hosted
  • Air-Gapped
  • SOC 2 Type II

Where Pixee fits in your security stack

Pixee sits between your scanners and your workflows—adding the exploitability intelligence your tools are missing.

Input

Your Scanners

Snyk, Mend, Black Duck, Grype, Trivy, Dependabot—whatever you use. We ingest findings via SARIF, API, or direct integration. No changes to your scanning workflow.

Triage

Pixee Verification

AI agents analyze each CVE against YOUR specific codebase. Trace data flows, identify defensive controls, produce exploitability verdicts with evidence chains.

Output

Your Workflows

Verified findings flow to Jira, ServiceNow, or your ticketing system. Developers get actionable issues, not noise. AppSec gets audit-ready evidence.

Remediation

Automated Fixes

For verified exploitable CVEs, Pixee generates merge-ready fix PRs—achieving 76% merge rates. Turn verified risks into resolved issues automatically.

Plug into your stack in 3 days. Not 3 months.

No rip-and-replace. No new scanning workflow. Connect your existing tools and get verified findings this week.

Get a Demo
Enterprise

Enterprise-ready from day one

SOC 2

Type II Certified

Enterprise-grade security controls with annual third-party audits

BYOM

Bring Your Own Model

Use your Azure OpenAI or AWS Bedrock—code never leaves your environment

Air-Gap

Full Isolation

Complete on-premises deployment for regulated industries and sensitive codebases