What happens when an 18,000-employee company gives every candidate a personal AI career mentor — not to screen them, but to prepare them? We built it, tested it with real users, and commissioned an independent study with 2,000 people. This talk shares the data, the real conversations, and the unexpected findings — including why 92% of candidates want something no employer currently provides, and what happened when an AI started talking to candidates at 2AM.