AquilaX Security Securitron AI
AI that reasons like a Security Engineer — from detection to remediation
Securitron is AquilaX’s proprietary AppSec model built to identify real vulnerabilities, classify findings as True Positive / False Positive, generate secure fixes, and even remediate code changes — turning scanning output into outcomes developers can ship.
Noise removal with expert-like triage
Securitron evaluates scanner findings with security-engineer style reasoning, classifying them as True Positive, False Positive, and other verification states — so teams focus on real risk instead of chasing false alarms.
From “finding” to “fix” automatically
Beyond classification, Securitron generates secure remediation guidance and can propose code-level fixes to eliminate vulnerabilities quickly—reducing time-to-fix and review back-and-forth.
93% accuracy (latest results)
Latest internal evaluation shows Securitron achieving 93% accuracy in identifying and classifying findings, helping teams trust automated triage at scale.
What Securitron Can Do
Securitron is designed to behave like an AppSec expert embedded in your SDLC — understanding context, validating exploitability, and accelerating secure changes.
Triage & Verification
- • Classifies findings as True Positive / False Positive (and related verification states)
- • Uses context from source code, vulnerability metadata, and historical triage signals
- • Reduces alert fatigue by prioritizing high-confidence, high-impact issues
- • Helps teams standardize triage decisions across repositories and services
Security Engineer-like reasoning
Securitron is trained to assess vulnerabilities with deeper context than rule-only scanning, enabling it to explain “why this is a real issue” and “what makes it exploitable.”
Fix Generation & Remediation
- • Generates secure remediation guidance tailored to the code context
- • Proposes code changes to fix vulnerabilities (secure patterns, safer APIs, hardened configs)
- • Supports remediation workflows that can be applied as code updates (e.g., PR-based fixes)
- • Accelerates patch cycles while keeping developer experience frictionless
Built for continuous improvement
Securitron improves through a feedback loop that incorporates verified triage outcomes—so the model gets smarter as more findings are reviewed and labeled.
Cut the Noise. Fix Faster. Ship Safer.
Securitron turns traditional scanning into a security-engineer experience: verify what’s real, understand impact instantly, and remediate code confidently — with AI that keeps learning.
AI triage + fix generation + remediation workflows in one AppSec engine.
Ready to Secure your Software?
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Book a demo with us
During the demo, you’ll get exclusive access to AquilaX Ultimate, showcasing its full capabilities in real time. You’ll also have the opportunity to scan any open-source code live and experience its powerful performance firsthand. 🚀