Your backlog grows faster than your team can fix it. That math never works.

AppSecAI automates vulnerability triage and code remediation so your team can burn down the backlog instead of managing it.

See It With Your Findings →
243 days
Median time to fix half of known security flaws1
82%
Of organizations carry unresolved security debt2
97%
AppSecAI triage accuracy on OWASP Benchmark3

You don't have a detection problem. You have a remediation problem.

Your scanners find thousands of vulnerabilities. Your team triages them manually, files tickets, and waits. Most of those tickets sit open for months. The backlog grows. SLA clocks keep running. And every quarter, someone asks why mean time to remediate hasn't improved.

The bottleneck isn't detection. It's what happens after detection. AI automation changes the equation: triage at 97% accuracy, fixes at 93% accuracy, delivered as pull requests your developers can review and merge. Your team shifts from managing tickets to actually closing vulnerabilities.

Stop managing the backlog. Start eliminating it.

What AppSecAI does for vulnerability management

Separates signal from noise

Import findings from any SAST scanner. AppSecAI classifies each one as true positive or false positive in seconds, so your team stops wasting hours on false alarms.

97% accuracy · Supports every major scanner

Generates tested fixes

For every confirmed vulnerability, AppSecAI produces a code fix that compiles and passes tests. The output is a pull request developers can review and merge.

93% fix accuracy · Fixes delivered as merge requests

Works with your existing stack

Connects to Fortify, Checkmarx, Snyk, SonarQube, Veracode, and others. Integrates with GitHub, GitLab, and Jira. No rip-and-replace required.

Multi-scanner · Multi-model · No lock-in

What changes for your vulnerability management program

SLAs become achievable

When triage takes seconds and fixes arrive as pull requests, your team can meet remediation deadlines that felt impossible with a manual process.

The backlog actually shrinks

When fixes are generated faster than new findings arrive, the math finally works in your favor. The backlog shrinks week over week.

Coverage goes from partial to complete

Most teams triage their highest-severity findings and skip everything else. AI-powered triage and fix generation lets you cover the full queue, including the thousands of medium and low findings that pile up quarter after quarter.

From first scan import to backlog burndown

Hour 1

Import your findings

Upload results from Fortify, Checkmarx, Snyk, SonarQube, Veracode, or any scanner that exports SARIF, CSV, or JSON.

Day 1

Triage the backlog

AppSecAI classifies your existing findings. True positives get prioritized. False positives get removed. No training data needed.

Week 1

First fixes land

Pull requests with tested code fixes start arriving. Developers review real changes instead of researching vulnerabilities from scratch.

Month 1

Backlog starts shrinking

Run your highest-priority applications through the full triage-and-fix workflow. Track the impact on your MTTR and open findings count.

Month 2+

Continuous burndown

Onboard remaining applications. New findings get triaged and fixed as they arrive instead of joining the queue.

See what AppSecAI does with your actual findings.

Upload your scanner results. Get triage and fix results in 30 minutes.

Schedule a Demo →

Sources

  1. Veracode, "2026 State of Software Security Report: Prioritize, Protect, Prove." Median fix half-life: 243 days. High-risk vulnerabilities surged 36% year-over-year.
  2. Veracode, "2026 State of Software Security Report." 82% of organizations carry security debt (up 11% YoY). Critical security debt affects 60% of organizations (up 20% YoY).
  3. AppSecAI, "Performance Metrics." 97.2% aggregate triage accuracy and 93% fix accuracy across 25,000+ open-sourced OWASP Benchmark examples. See full benchmarks →
  4. Checkmarx, "2026 State of Application Security Report." 81% of organizations knowingly deploy code with known security flaws. 98% experienced at least one breach related to vulnerable in-house code in the prior 12 months.
  5. Contrast Security, "Software Under Siege 2025." Applications face 81 confirmed attacks monthly on average, with 17 new vulnerabilities per month.