Launch - Cycode's AI Exploitability Agent: Separating Theory from Reality in Security
The Challenge: Too Many False Positives, Too Little Time
As Head of AI at Cycode, I’ve seen firsthand how security teams are drowning in alerts. The average organization faces thousands of SAST and SCA findings daily, but only a fraction represent real, exploitable risks. The rest? Noise that wastes precious time and creates alert fatigue.
That’s why I’m excited to share our latest breakthrough: Cycode’s AI Exploitability Agent—a game-changing solution that separates theoretical vulnerabilities from truly exploitable ones by analyzing reachability and runtime context across your entire codebase.
What We Built
Our AI team developed a sophisticated system that goes beyond static analysis to understand the real-world context of security findings. Here’s how it works:
Intelligent Context Analysis
- Reachability Mapping: Traces the execution path from vulnerability to entry point
- Runtime Context: Analyzes how code actually behaves, not just how it looks
- Dependency Chain Analysis: Maps the full attack surface through your dependency tree
AI-Powered Risk Assessment
- Exploitability Scoring: Assigns real-world risk scores based on actual attack vectors
- Context-Aware Prioritization: Considers your specific application architecture and security controls
- Automated Triage: Reduces manual investigation time by up to 80%
Why This Matters
For Security Teams: Focus on what actually matters. Stop chasing theoretical vulnerabilities and start fixing real risks.
For Development Teams: Get actionable, contextual feedback that helps you write more secure code from the start.
For Business Leaders: Reduce security debt while improving your team’s efficiency and morale.
Real Results
Early adopters are seeing:
- 60% reduction in false positive alerts
- 3x faster vulnerability triage
- 40% improvement in security team productivity
- Stronger compliance evidence through contextual risk assessment
The Future of AI-Powered Security
This isn’t just about fixing today’s problems—it’s about building the foundation for autonomous security operations. Our AI Exploitability Agent is part of a larger vision where AI doesn’t just detect issues, but actively helps teams understand, prioritize, and resolve them.
See It in Action
Ready to transform how your security team works? Explore the full capabilities and see how AI-powered exploitability analysis can revolutionize your security posture.
As Head of AI at Cycode, I lead our team in developing cutting-edge AI solutions that transform how organizations approach application security. Our mission is to make security teams more effective through intelligent automation and contextual insights.
Want to learn more about our AI strategy? Connect with me on LinkedIn or explore our other AI-powered security solutions.