

Industry baseline for automated fixes is sub-20% merge rates—developers learned to ignore them. Pixee achieves 76% merge rate because we use YOUR existing validation libraries, match YOUR coding conventions, and respect YOUR architectural patterns. We're not generating generic AI fixes; we're creating context-aware changes that developers actually trust.
Those tools are extensions of detection platforms. Pixee is purpose-built as a Resolution Layer—we integrate with 50+ scanners to create unified triage and remediation workflow. Think of us as the "last mile" infrastructure that turns ALL your scanner investments into actual risk reduction, not another point solution competing with your existing tools.
Those tools excel at *finding* vulnerabilities. Pixee excels at *fixing* them. Companies have 5.3 scanning tools on average but zero resolution tools. Pixee creates the missing Resolution Layer between detection and deployment—integrating with your existing scanners to eliminate 60-70% false positives and deliver merge-ready fixes with 76% acceptance (vs. sub-20% industry baseline).
One customer cleared 5,000 in 90 days. Another reduced 2,000 low-fidelity alerts to 50 high-fidelity fixes. The key is Pixee handles automatic triage (60-70% false positive elimination) AND fixes (76% merge rate), freeing your team to focus on the complex 20-30% that truly need human expertise.
After years of Fortify false positives and Dependabot noise, we understand developer skepticism. Every Pixee fix is designed to be functionally equivalent with zero behavior changes. Our hybrid approach (deterministic rules + AI) achieves 76% merge rate vs. sub-20% industry baseline. We make developers the *reviewer*, not the *author*—5 minute reviews instead of 6 hour authoring sessions.
Yes. Pixee provides complete audit trails for every remediation, supports on-premises and air-gapped deployments, and can be configured to meet SOC2, ISO27001, FedRAMP, and other compliance frameworks. Enterprise customers can also bring their own AI models for governance requirements.
Most customers see measurable impact within 30 days. One customer went from 252 days MTTR to 7 days (90% faster). Another saved 6 hours per fix, reducing to 5-minute reviews (98% time savings). For a 100-developer organization, that's $2M+ in annual productivity gains from reclaimed developer time alone—not counting reduced security risk.
Schedule a call with us and we'll help you evaluate your organization's needs to get you started with the right Pixee setup!