Every operator carries an invisible system in their head: what to check, who to ask, which details matter, how to recognize risk, and what needs to happen next.
I began making that system explicit. I mapped my recurring work, captured the judgment inside it, and used ChatGPT to build reusable workflows, skills, and automations. The result is an AI operating layer that helps me execute across the business and has removed at least $100,000 in spend.
This session will show the process behind that transformation. I will walk through real examples, explain how each workflow progressed from manual execution to reliable automation, and share the controls that keep the system useful and trustworthy.
Attendees will learn how to uncover the operating logic hidden inside a role and transform it into a scalable system.