Your Fortify findings → fixes you can merge in minutes.
AppSecAI triages your findings and writes the fixes. You get pull requests that compile, pass tests, and include the reasoning behind each change.
97% triage accuracy on the OWASP Benchmark · 93% fix accuracy (open sourced) · 10–100x faster
Down from 771 days in 2018 to hours in 2026
97% triage · 93% fix · Validated PRs in minutes
| Metric | Manual Remediation | AppSecAI |
|---|---|---|
| Time to fix | 242 days | Minutes |
| Cost per vulnerability | $5,000-$25,000 | 1/10th to 1/100th the cost |
| Triage accuracy | Variable | 97% (Open sourced) |
| Fix accuracy | Variable | 93% (Open sourced) |
| Developer hours per vuln | Many hours | Minutes |
| Audit trail | Manual documentation | Automatic |
Sources: Veracode 2026 State of Software Security · zerodayclock.com
See Fix Automation in Action
From scanner finding to merged fix in your pipeline.
Connect your scanner or AI model
Import findings from whatever you're running. Set it up once and it keeps processing.
AppSecAI triages + writes fixes
Sorts real vulnerabilities from false positives, then generates code fixes with the reasoning behind each one.
Review and merge
You get pull requests that pass tests, with a documented audit trail. Review them like any other PR.
See it work with your actual findings.
Send us your scanner results. We'll show you the triage and fixes. Takes about 30 minutes.
Schedule a Demo →