"Why did this request go to that model?" If your company uses LLMs across more than one team, someone will eventually ask you this question. If you work in financial services, healthcare, or anywhere else with a regulator, someone will ask it under oath-adjacent conditions . Most organizations can't answer it. Teams integrate directly with whatever provider they like, sensitive data handling varies by team, regional restrictions are applied inconsistently, and there's no record of why a ...