Five core lessons define Sarah Friar's approach to building an AI-native finance function at OpenAI. She emphasizes automated forecasting and tighter internal controls to track AI ROI. The strategy replaces manual spreadsheets with agentic workflows. Finance practitioners can use these frameworks to shift from data entry to high-level strategic analysis.