Noise-free defense layer that detects and neutralizes attackers who bypass traditional security by turning infrastructure into a minefield of high-fidelity decoys. Includes reverse‑phishing decoy SaaS portals to recover stolen credentials (claims 100% noise reduction/zero false positives), honeytokens for CI/CD and code repos to stop supply-chain and zero-day exploits, and AI-powered honeypots to detect and stall lateral movement while feeding SOC actionable intelligence.