Five core lessons define Sarah Friar's approach to building an AI-native finance function at OpenAI. The strategy prioritizes automated forecasting and tighter internal controls to track AI ROI. It replaces manual reporting with agentic workflows. Finance practitioners can use these frameworks to transition from traditional bookkeeping to real-time, AI-driven fiscal management.