AI Beyond the Pilot: Building Companies That Operate at Machine Speed
I rebuilt my own company's operations around agentic systems, function by function, usually after something had already broken. Some of it worked. Some failed in ways that were expensive and instructive. This talk covers what genuinely changes when a company is designed for machine speed rather than given a chat interface, where the data has to be before any of it works, and where human judgment stays non-negotiable.
Ideal audience
Founders, operators, COOs and executive teams past the pilot stage
What you leave with
- Which functions truly redesign around agents, and which do not
- The failure modes that only surface in production
- A sequence for rebuilding operations without stopping the business
