Organizations invest in people but often fail to capture the know-how that makes them fast. This episode teaches a repeatable, executive-grade process to harvest tacit expertise and turn it into lightweight agentic playbooks: find the high-value micro-decisions, codify patterns, validate with rapid experiments, and embed feedback loops so the playbooks improve with use. You get one core insight, three supporting points, and a clear, immediate action step you can start in an hour. The briefing emphasizes practical trade-offs—what to codify, what to leave human, and how to maintain optionality while scaling. Listeners finish with a concise checklist to launch a first playbook that delivers measurable leverage and preserves knowledge capital across turnover, scale, and automation.