Detect. Fix. Merge. Done.

Just real vulnerabilities → real fixes → ready to merge.

Precogs AI lives directly inside your developer pipeline, scanning Code, Binaries, and PII/Secrets for real vulnerabilities and shipping auto-generated fixes that developers can merge in minutes. Precogs uses a multi-modal AI ensemble to understand code context and intent , surfacing only the issues that actually matter, with precise, code-level remediation attached.

Why teams choose Precogs AI

• Ultra-low false positives. 98% reduction compared to legacy rule-based scanners - engineers stop wasting cycles triaging noise.

• Agentic AI fixes. Auto-generated patches arrive inside the PR, not just alerts. Mean time to remediation drops from days to minutes.

• Built for AI-generated code. Designed to handle the novel risks introduced by Copilot, Cursor, and other AI coding assistants.

• Proven at scale. 1M+ repositories scanned, 6.4M+ vulnerabilities detected, 1.1M+ auto-fixes generated.

• Industry-leading benchmark. Scored 1145 on the CASTLE Benchmark, among the highest in the industry.

Products

• Code Security
• Binary security
• Data Security

Works where you build
🔗 Get Connected: Join the Precogs community to share feedback, get help, and stay updated on releases.

📋 Pull Request Summary: The diff in your pull request is transformed into a clear, plain-language summary, helping reviewers instantly understand the intent of the changes.

🎯 OWASP, CWE & Real-Time CVE Mapping Every finding is automatically mapped to industry-standard frameworks- OWASP Top 10, CWE Top 25, and live CVE intelligence, so you instantly understand the severity, exploitability, and compliance impact of each issue

🏗️ Industry-Leading 6-Layer Architecture Powered by a proprietary 6-layer AI architecture that combines static analysis, dependency intelligence, contextual reasoning, threat correlation, fix generation, and policy enforcement.

🧩 Deep Code Context Understanding Precogs doesn't just match patterns, it understands the why behind your code.

🧠 Deep Insights into Your Code Comprehensive verification across your entire codebase with the ability to ask questions about your code, dependencies, and security posture in natural language.

🌐 Compatible with 35+ Programming Languages Precogs covers modern and legacy stacks including JavaScript, Python, Go, Java, Rust, C++, and more