“Every AI governance consultant we talked to wanted to sell us a maturity assessment and a 200-page report. Pamela started by asking what business outcomes we were trying to protect and worked backward from there. Six months in, our AI incident response time dropped by 60% and we passed our first SOC 2 + AI controls audit.”