Add exploitability verification to your existing SCA scanners, then auto-fix what's real. Know which CVEs actually threaten your code, with proof, and ship merge-ready fix PRs your team accepts.
Watch · 2-min overview
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.
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.
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.
The majority of AI-generated code carries security flaws, and it's landing in your repos and dependencies faster than any team can review. Your backlog only grows from here.
Nearly a third of all breaches come through third-party components. Log4Shell, Spring4Shell, XZ Utils—supply chain attacks aren't theoretical. They're inevitable.
AI agents analyze CVE data, trace execution paths in YOUR codebase, deliver exploitability verdicts with full evidence, and open merge-ready fix PRs, in minutes, not days.
AI agents analyze CVE databases, security advisories, exploit POCs, and patch commits to identify the exact conditions required for exploitation.
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.
Get clear EXPLOITABLE or NOT EXPLOITABLE verdicts with full reasoning—code snippets, data flow traces, and defensive controls identified. Defend your decisions to auditors.
For the CVEs that are exploitable, Pixee writes context-aware fix PRs in your code's conventions, and 76% get merged. Triage finds what's real; remediation closes it.
Full transparency. Complete audit trail. Every verdict includes the evidence chain so you can defend your security decisions to auditors, executives, and regulators.
See how Pixee transforms your 10,000 alerts into a prioritized, verified risk list, then fixes the ones that matter.
Get a DemoEvery not-exploitable verdict ships with the data-flow trace and call paths behind it.
Context-aware PRs written in your conventions, not generic patches your team rejects.
Works with Snyk, Mend, Black Duck and more via SARIF or API. No rip-and-replace.
Trusted by security teams at MoneyGram and Fortune 500 financial-services, healthcare, and technology organizations.
| 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 | ✓ Up to 95% 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 |
Works with the tools you already use. Enhances your investment instead of replacing it.
10+ scanners via SARIF/API
Native integrations
Your security, your way
Pixee sits between your scanners and your workflows—adding the exploitability intelligence your tools are missing.
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.
AI agents analyze each CVE against YOUR specific codebase. Trace data flows, identify defensive controls, produce exploitability verdicts with evidence chains.
Verified findings flow to Jira, ServiceNow, or your ticketing system. Developers get actionable issues, not noise. AppSec gets audit-ready evidence.
For verified exploitable CVEs, Pixee generates merge-ready fix PRs in your conventions. Turn verified risks into resolved issues automatically.
No rip-and-replace. No new scanning workflow. Connect your existing tools and start getting verified findings fast.
Get a DemoEnterprise-grade security controls with annual third-party audits
Use your Azure OpenAI or AWS Bedrock—code never leaves your environment
Complete on-premises deployment for regulated industries and sensitive codebases
SCA exploitability triage and fixes are one half of Pixee. Foresight secures the design before vulnerable code is ever written. One context graph powers both.
Verify exploitability against your code, then ship merge-ready fixes your developers accept. This is the page you're on.
Foresight reads specs and pull requests to catch design-stage flaws before they become vulnerabilities, so the backlog never forms in the first place.
See it on your backlog. Join security teams at Fortune 500 companies who've cut SCA noise, with evidence they can defend and fixes that merge.
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