AI Red Teaming

November 5, 2026

Red Team, Blue Team, Purple Team for AI Systems: What Each Actually Does, and Why Red Teaming Alone Is Not a Control

Red teaming tests and finds where AI systems fail. Blue teaming detects and contains those failures in production, and purple teaming turns each finding into a lasting control. This guide sets out what each function does, who owns it and where to start.