security dashboards

Explores how AI security dashboards centralize real-time threat detection, model and data integrity monitoring, and compliance reporting. Highlights key metrics—anomalies, drift, access, vulnerabilities—plus automated alerts, playbooks, and governance controls, showing how unified visibility and explainability cut risk and speed incident response across the ML lifecycle.