AppSecAI for Engineering Leaders
Ship Fast, Ship Secure, Ship Continuously


AppSecAI for Engineering LeadersThe Developer Productivity Crisis You Can't Ignore
Your developers spend time on security issues they don’t love instead of building features.
As VP or Director of Engineering, you're caught in an impossible position: the business demands faster delivery while security keeps distracting developers.. Your developers are frustrated, velocity suffers and despite all the "shift left" initiatives, vulnerabilities keep simultaneously piling up and shipping to production. Deployments are delayed, security suffers, developers are distracted. Nobody wins.
81% of organizations knowingly ship vulnerable code to meet deadlines. The other 19% are probably lying.1
Security Slows Velocity
Your team didn't sign up to be security engineers.
They want to build products, ship features, and create value. Instead, they're drowning in security tickets, arguing about false positives, and spending sprints on remediation instead of innovation.
The Engineering Reality Check:
- 40% of security findings are false positives that waste days of developer time
- Each vulnerability takes 200+ days to remediate while features sit undelivered 2
- 33% of developers admit hoping known vulnerabilities won't be found post-release
- Security tickets create 5-10 hours of context switching per developer per week


From Security Friction to Engineering Excellence
AppSecAI Makes Security Invisible to Your Developers
Zero Developer Disruption. 100x Faster Fixes. Happy Teams.
- Automatically Eliminate 90% of false positive noise before they reach developers without delaying deployments.
- Automated fixes arrive as PRs tailored to match your coding standards
- No new tools to learn -- works seamlessly to accelerate your CI/CD workflow
- Security becomes a simple 5-minute review instead of a 5-day investigation
Engineering Outcomes That Actually Matter
Reclaim Your Development Velocity
- Give developers back their time for feature development
- Reduce PR cycles by eliminating security back-and-forth
- Ship more features while actually improving security posture
- Hit your delivery commitments without security delays
Developer Experience That Doesn't Suck
- Eliminate security tool fatigue -- AppSecAI works invisibly in the background
- Fixes that look like your team wrote them -- respects your coding standards
- One-click merge for validated fixes -- no investigation needed
- Security education through code -- developers learn from seeing correct fixes
Engineering Metrics You Can Actually Hit
- DORA3 metrics improvement: Lead time down, deployment frequency up
- Security SLAs met without dedicated remediation sprints
- Technical debt reduction through automated vulnerability remediation
- Developer job satisfaction scores up when security stops blocking
Built for Modern Engineering Organizations
Seamless Integration with Your Stack
CI/CD Native
Invisibly Integrates with Github and Gitlab
Language Support
Java, Python, JavaScript, and more
Code Quality
Maintains your linting rules, formatting standards, and style guides
Your Next StepSee It Work on Your Codebase
30-Minute Proof of Value. We'll show you:
- Automated fixes for your actual vulnerabilities
- How fixes match your exact coding standards
- Integration with your specific CI/CD pipeline
- Projected velocity improvements for your team
Frequently Asked Engineering Questions
Will AppSecAI create more work for my developers?
No. Unlike most application security tools that generate triage, research and coding work, AppSecAI reduces developer security work by delivering code fixes they can quickly validate or reject Fixes arrive as standard PRs that take minutes to review and merge.
How does AppSecAI know our coding standards?
AppSecAI learns from your codebase, adapting to your patterns, conventions, and standards. Every fix looks like your senior developers wrote it.
Will this slow down our CI/CD pipeline?
AppSecAI accelerates CI/CD pipeline by dramatically reducing (eliminating at your option) time consuming triage and remediation processes. Software deploys faster and more secure.
Your Developers Deserve Better Than Security Friction
Every day you wait, your developers waste more time on security distractions, red herrings and remediations they aren’t trained to perform.
Delivery velocity suffers, and your competitors ship faster.
1 Checkmarx. (2025). The future of application security in the era of AI: Survey of over 1,500 AppSec stakeholders.
2 Veracode. (2025). State of Software Security 2025.
3 Google metrics: Deployment Frequency; Lead Time for Changes; Mean Time to Recovery; Change Failure Rate