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 ![Precogs AI](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_a042ff7bb3522098a853e505d59f7034/precogs-ai.png "Precogs AI")
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# Precogs AI Discussions

Precogs AI is the world's first AI-native Autonomous Application Security Platform (AASP). It detects, triages, and fixes security vulnerabilities across your entire software stack — autonomously. What Precogs scans: • Code Security — AI-native SAST across 20+ languages with 98% precision and near-zero false positives. SCA with SBOM, container scanning, and IaC analysis included. AI-generated fixes delivered directly in pull requests. • Binary Security — Firmware and compiled binary analysis without source code, including DAST. Covers ECU software, IoT firmware, and third-party libraries. • Data Security — Advanced PII detection (99.2% precision, 30+ data types), multi-layer secrets scanning, and Pre-LLM Sanitization that strips sensitive data before AI analysis. Key differentiators: • Agentic AI workflow — autonomously detects, triages, generates code fixes, and delivers them as pull requests • Pre-LLM Sanitization — the only platform that protects your code and IP during AI-powered analysis • 98% detection precision with ~2% false positive rate (vs 10-35% industry average) • Automatic CVE/CWE discovery and compliance mapping (OWASP, SOC 2, ISO 21434, HIPAA, PCI DSS) • Integrates into GitHub, GitLab, Bitbucket, IDEs, and CI/CD pipelines • Transparent, published pricing with a free tier Precogs AI integrates with Armis, GitHub, and CI/CD platforms to give security teams real-time software risk visibility across their entire environment.

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