Your product ships every sprint. Your security process shouldn't be the bottleneck.

AppSecAI automates vulnerability triage and remediation so product security teams can keep pace with development without slowing releases.

See It With Your Findings →

243 days

Median time to fix half of known security flaws¹

82%

Of organizations carry unresolved security debt²

30 min

Time to first results with AppSecAI

Security that moves at product speed.

Product security is different from enterprise AppSec. You don't have the luxury of long remediation windows. Your customers expect secure software. Your engineering team expects fast releases. Your board expects both, yesterday.

The old model (scan, triage manually, file tickets, wait for developer bandwidth) breaks down when you're shipping weekly. AI automation closes the gap. Triage at 97% accuracy. Fixes at 93% accuracy. Your team gets back to threat modeling and secure design instead of sorting through false positives.

Ship every sprint with security built in, not patched on later.

What AppSecAI does for product security

Triages at release speed

Import findings from any SAST scanner. AppSecAI classifies each one as true positive or false positive in seconds.

97% accuracy · Results before your next standup

Generates validated fixes

For every confirmed vulnerability, AppSecAI produces a code fix that compiles and passes tests. Developers review pull requests instead of security tickets.

93% fix accuracy · Tested before it reaches your repo

Fits your CI/CD pipeline

Connects to Fortify, Checkmarx, Snyk, SonarQube, Veracode, and others. Integrates with GitHub, GitLab, and Jira.

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

What changes for your product team

Releases stay on schedule

Security findings get triaged and fixed in the same sprint they're found. No more security holds blocking your release train.

Developers stay in flow

Developers review pull requests with tested fixes and clear rationale instead of context-switching to research vulnerabilities.

Every product gets covered

Most teams only assess their highest-risk products. Automated triage and remediation lets you cover the full portfolio, including the 90% that usually gets skipped.

From onboarding to full product coverage

Hour 1

Connect your scanners

Onboard in minutes. Import findings from Fortify, Checkmarx, Snyk, SonarQube, Veracode, and more.

Day 1

Triage your backlog

AppSecAI classifies your existing findings. See results the same day. No training data or tuning needed.

Week 1

Fixes in your pipeline

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

Month 1

First products secured

Run your highest-priority products through the full triage-and-fix workflow. Measure the impact on your release cycle.

Month 2+

Full portfolio coverage

Onboard remaining products. Security runs alongside your release process instead of gating it.

See what AppSecAI does with your actual findings.

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

Schedule a Demo →

Sources

Veracode, "2026 State of Software Security Report: Prioritize, Protect, Prove." Median fix half-life: 243 days. High-risk vulnerabilities surged 36% year-over-year.
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).
AppSecAI, "Performance Metrics." 97.2% aggregate triage accuracy and 93% fix accuracy across 25,000+ open-sourced OWASP Benchmark examples. See full benchmarks →
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.
Contrast Security, "Software Under Siege 2025." Applications face 81 confirmed attacks monthly on average, with 17 new vulnerabilities per month. AI-generated code widens the gap between risk detection and reduction.