Timely observations from the market translated into practical implications for leaders and lean teams.
Building an AI agent can look straightforward online. The harder questions begin when that agent enters a real workflow with people, permissions, exceptions, and consequences.
PORTS-Pike could place Ohio inside the physical AI economy. Durable regional value will depend on workforce, supplier, operational, and community readiness.
New thinking is on the way.