#consulting

Scoping an AI Red-Team Engagement: The Questions That Matter

A working methodology for scoping LLM red-team engagements — the threat-model conversation, surface inventory, success criteria, and the four scoping mistakes that produce useless deliverables. From a practitioner who's seen it go wrong.