AI Red Teaming

What AI Red Teaming is

Red teaming spans safety — attempts to elicit harmful content — and security, such as injection, exfiltration and jailbreaks, and increasingly agent misuse of tools.

How it works

Teams combine expert manual probing with automated attack generation, categorise findings by severity, fix through guardrails or tuning, and convert every finding into a permanent regression test.

Why it matters

It is now an expected pre-deployment step for consequential AI systems and a common requirement in enterprise procurement.

Common uses

• →Pre-launch safety assessment
• →Ongoing regression suites
• →Compliance evidence