PURPLE teaming combines red team finding attacker paths with blue team validating detections and responses, iterating so red’s output becomes blue’s input and vice versa. The piece argues that traditional purple teaming has fallen short because of friction, orchestration bottlenecks, and the pace of AI-powered adversaries, not incompetence.
It highlights that in 2024 the mean time from a CVE to exploit was 56 days, in 2025 it was 23 days, and in 2026 it sits at roughly 10 hours across 3,532 CVE-exploit pairs from CISA KEV, VulnCheck KEV and ExploitDB, while defenders accelerate to hours. It then introduces autonomous purple teaming as a way to run the loop at machine speed, with red findings, blue tests, and mobilization handled by AI agents so there are no humans typing into Jira, though every step remains auditable.
The article notes that AI-assisted attackers can compromise a system in about 73 seconds, while fixes often take at least 24 hours, underscoring the urgency for autonomous workflows. It also announces an Autonomous Validation Summit on 12 and 14 May, hosted with Frost & Sullivan, where practitioners from Kraft Heinz, Hacker Valley, and Glow Financial Services will be involved.