Stop Triaging False Positives.
Start Fixing Real Vulnerabilities.
Signalyn automatically triages your SAST, SCA, and IaC scan results — cutting false positives by 90% so your AppSec team ships secure code faster.
Built for security engineers and dev teams using Checkmarx.
Cut Checkmarx noise. Surface what matters. Triage in minutes.
Your Security Scanner is Drowning You in Noise
Average findings per scan
Most are false positives
Wasted on false positive triage
Per sprint, per team
Time to remediate real vulnerabilities
While buried under noise
Meanwhile, real vulnerabilities sit unpatched.
From 947 Findings to 94 Real Threats.
In Minutes, Not Days.
Signalyn uses advanced AI to analyze each finding, separating real threats from noise so your team can focus on what actually matters. Stop wasting hours triaging false alarms — let AI handle the noise while you protect what counts.
Findings Analysis
Before vs After Signalyn
How it works
Six stages. One verdict you can trust.
Each finding flows through six independent specialist agents. They work in parallel, disagree where they should, and converge on a confidence-scored verdict — with the reasoning trail visible end-to-end.
Signal Extraction
Extract 30+ deterministic signals per finding — source, sink, framework, test code, generated code — before any AI runs.
Data Flow Analysis
Trace the path from input to output. Spot whether the data is user-controlled and whether it ever reaches a dangerous sink.
Vulnerability Classification
Match against a curated knowledge base of vulnerability patterns. Distinguish exploitability from existence.
Framework Awareness
Detect the framework in use and whether it provides built-in protection (auto-escaping, parameterised queries, etc.).
Type & Validation Check
Identify type coercion, validation gates, and sanitisation that neutralise the attack vector.
Consensus Verdict
Reconcile the verdicts from each specialist with strict consistency rules. Output a confidence-scored decision with full reasoning.
Every verdict comes with the decision path, per-stage outputs, and a confidence score — so analysts approve from evidence, not faith.
Everything You Need to Triage at Scale
Specialized AI agents for each vulnerability type, with full transparency and continuous improvement
SAST Analysis
Analyzes source code patterns, data flow, and code context to identify real vulnerabilities from static scans.
SCA Analysis
Evaluates dependency vulnerabilities, license risks, and transitive dependency chains for accurate triage.
DAST Analysis
Validates runtime vulnerabilities and API security issues found in dynamic application scans.
Transparent Reasoning
Every AI decision comes with detailed reasoning, confidence scores, and knowledge base references.
Continuous Learning
Your feedback trains the system. Override a decision, and Signalyn learns from it for future scans.
Audit Trail
Complete history of every decision, override, and AI reasoning for compliance and governance.
Seamless Checkmarx Integration
Connect your Checkmarx instance in under 5 minutes. Signalyn automatically receives scan webhooks, fetches results, and begins AI analysis — no manual intervention required.
Enterprise-grade security. Credentials encrypted and never exposed.
Built by Openesia
We are a security-focused AI company building tools that help development teams ship secure code faster.
Cloud-Native SaaS
Fully hosted on Google Cloud Platform. No on-premise installation, no maintenance overhead.
Security First
Your code never leaves your environment. We only analyze scan metadata and findings — encrypted end-to-end.
Built to Scale
From 100 to 100,000 findings per scan. AI agents scale automatically to match your workload.
Start Triaging Smarter in 5 Minutes
Connect your scanner and let AI handle the noise. Free to start.
Questions? service@signalyn.com