How Fortune 500s Use Procurement to Manage Vendor AI Training Data Rights

Episode notes

Lucas and Luna explore a growing frontier in enterprise software procurement: how Fortune 500 legal and procurement teams are rewriting contracts to control how vendors use their data to train AI models. The episode centers on a 2025 incident where a major HR software vendor allegedly used anonymized customer performance data to train a generative AI tool, triggering a wave of renegotiations. Lucas explains the specific clauses being demanded — from data use prohibitions to audit rights and opt-out mechanisms — and why this is becoming a standard procurement requirement by mid-2026. Luna brings in parallels from the music industry’s fight over AI training on copyrighted works. The episode closes on the open question of whether vendor-side transparency will keep pace with buyer demands. No ads, ever — just practical intelligence for operators and builders.