Models & Manifests

In freight, who owns a customer is a relationship, and relationships move. Enterprise Ambient Calibration keeps up on its own.

Three-part essay on the meter, the market, and the measurement.

Email quietly costs a mid-market freight forwarder around $3.7M a year, and this brief traces where it goes.

AI procurement agents become networked platforms, the agent as wedge, the network as moat.

A map of where AI hits the freight and logistics workforce first, across 32 roles from warehouse floor to pricing desk.

On workplace product design, The Mom Test, and the difference between what users ask for and what they actually need.

The maximalist AI future puts one intelligence at the center of the economy. The real economy, messy and local, disagrees.