AppSecAI for Application Security Teams
From Backlog Burden to Strategic Security
AppSecAI for Application Security TeamsYour Vulnerability Backlog Is Growing Faster Than You Can Fix
You're drowning in thousands of findings while real vulnerabilities hide in the noise.
As an AppSec professional, you know the script: another scan, another mountain of noisy findings, another weekend spent manually verifying false positives. Your vulnerability backlog grows 3x faster than you can triage, let alone fix vulnerabilities. Meanwhile, real vulnerabilities get lost in the noise.
It's time to stop being a vulnerability librarian and start being a security engineer.
The Backlog Reality CheckWhy Traditional AppSec Is Falling Behind
The Numbers You Live Every Day:
- 30-40% of your findings are false positives that waste hours per application scan
- Thousands of findings requiring manual expert review
- Your backlog grows dramatically every year while remediation capacity stays flat
- Less than 10% of vulnerabilities ever get fixed due to resource constraints
You became a security expert to protect systems, not to manage infinite spreadsheets of maybe-vulnerabilities.
Transform Your AppSec Practice with Intelligent Automation
AppSecAI Makes You 100x More Effective—Here's the Math
Expert Triage Automation (ETA) and Expert Fix Automation (EFA) turn your expertise into enterprise-scale impact:
Backlog Elimination in Days, Not Decades
- 97% accurate triage verified on OWASP benchmarks—better than manual review
- Reduce 10,000 findings to 300 real issues in minutes, not months
- Clear your the majority of your backlog quickly with automated remediation
- Process 100 applications with the effort previously needed for one
Real Outcomes for AppSec Teams
Example: One AppSec team went from assessing 50 applications to 500, while reducing their backlog from 47,000 to under 1,000 actionable items.
Escape the AppSec Triage Treadmill
With AppSecAI:
- Monday: 500 findings automatically triaged to 40 real vulnerabilities
- Monday afternoon: Automated fixes generated and validated
- Tuesday: Review and deploy fixes via pull requests
- Rest of week: Focus on architecture reviews and threat modeling
- Weekend: Actually have one
Become the Teams That Fixes, Not Just Finds
Stop being the bearer of bad news. With Expert Fix Automation, you deliver solutions:
- Generate production-ready fixes that match your team’s coding standards
- Validate every fix for both security and functionality
- Deploy fixes as PRs that developers can simply approve
- Track remediation metrics that show actual risk reduction
Scale Security to Your Entire Portfolio
Finally achieve what's been impossible with manual processes:
- Assess every application, not just the critical 10%
- Fix medium and low severity issues that become tomorrow's exploits
- Maintain continuous security posture across all repositories
- Enable weekly security testing without overwhelming anyone
How Expert Automation Amplifies Your Expertise
What took weeks now takes hours, at 1/100th the cost.
Expert Fix Automation (EFA):Your Automated Remediation Pipeline
EFA turns findings into fixes without disrupting development:
- Analyzes vulnerability context within your specific codebase
- Generates fixes continuously aligned to your team's coding patterns
- Validates security effectiveness ensuring the vulnerability is eliminated
- Tests functionality to ensure nothing broke
- Creates merge requests ready for deployment
Expert Triage Automation (ETA):Your 24/7 Security
Analyst Army
ETA acts like having an army of senior analysts working around the clock:
- Ingests findings from any SAST tool (BlackDuck, Checkmarx, CodeQL, Contrast, Fortify, SonarQube, Synk, Veracode, etc.) or DAST Scans
- Analyzes code context to understand actual exploitability
- Eliminates false positives with 97% accuracy
- Documents real vulnerabilities with reasoning, reproduction steps and impact analysis
Application Security TeamsFive Minutes to Transform Your AppSec Program
Week 1: Immediate Triage Relief
- Onboard AppSecAI (5 minutes)
- Connect your SAST scanner (5-minute integration)
- Watch your first scan get triaged automatically
- Review the 97% accurate results
- Reclaim weeks of manual triage hell
Weeks 2-6: Test Backlog Burn down
- Process your backlog for 50 applications
- Generate fixes for verified vulnerabilities
- Deploy remediations via your standard PR process
- Measure metrics for productivity and risk reductions
Months 2-6+: Expand to Scale Backlog Burn down
- Expand coverage to a large number of applications
- Materially burn backlog down
- Measure risk reduction, backlogs and productivity, ROI.
Month 6+: Strategic Security at Scale
- Expand coverage to all applications including Vibe coded apps
- Implement continuous security testing
- Focus on architecture and threat modeling
- Actually prevent vulnerabilities instead of just finding them
Stop Managing Vulnerabilities. Start Eliminating Them.
Your backlog isn't a knowledge problem—it's a capacity problem. AppSecAI gives you the capacity to secure at scale, not just the critical few.
For AppSec Managers
Calculate your ROI with our ROI Calculator.
For AppSec Analysts
Try ETA free on your actual SAST findings—see 97% triage accuracy on your code, not marketing benchmarks
For AppSec Engineers
See how EFA generates fixes that actually match your coding standards
Ready to reclaim your nights and weekends?
Frequently Asked Questions
How does AppSecAI work with our existing SAST tools?
Simple integration in 5 minutes either through command line or GitAction. We enhance your current scanners (Black Duck, Checkmarx, Fortify, SonarQube, Veracode, CodeQL, Sempgrep, Synk, etc.) without replacing them. Think of it as giving your SAST scanner a PhD in your codebase.
What about developer pushback?
Developers love us because you stop sending them false positives. Instead of vague security tickets, they get validated vulnerabilities and working fixes they approve with no security research or code development required.
Can we validate the accuracy claims?
Absolutely. Our 97% accuracy is proven on public OWASP benchmarks with full results published on GitHub. More importantly, you can verify it on your own code during the free trial. We back all of our functionality with public and provable performance metrics, not marketing promises.
How do you handle our specific coding standards?
EFA learns from your existing codebase to match your patterns, naming conventions, and architectural decisions. The fixes look like your senior developers wrote them, because AppSecAI learns from them, continuously.
Don't Let Another Sprint End with a Growing Backlog
Every day you wait, your backlog grows larger and your actual application security posture gets weaker. AppSecAI is your path from backlog burden to proactive protection.