I’ve worked across logistics operations and FreightTech for more than two decades – building operators, workflow systems, and logistics software across multiple market cycles.

That experience shaped how I think about operational leverage, software defensibility, workflow visibility, and why some logistics companies compound structural advantages while others stagnate.

More recently, I’ve focused on how AI is reshaping the balance of power between workflow software vendors and AI-native logistics operators.