detections-engineering

Predictive security shifts SaaS protection from “detect and clean up” to “anticipate and prevent.” By fusing telemetry (auth, access, configs, data flows) with user/entity behavior analytics, threat intelligence, and graph‑based context, AI can forecast risky states and likely attacker paths—then automate guardrail actions with human‑in‑the‑loop approvals. Done right, this reduces incident volume and blast radius, … Read more