Jean-Luc Martel builds and runs technology for organizations that cannot afford to lose track of what they own: insurers, wealth managers and pension funds. His posts on Confusion Corner Logistics take that habit of mind into freight, where the same questions decide whether a system earns its keep. Where does the record come from? Who owns it once it is in production? What happens at the boundary between two systems that were never designed to meet?

That is why he keeps returning to the unglamorous layers: EDI that still carries the orders, the split between warehouse management, execution and control, the sensors and buses a telematics box can actually read, and the evidence a cold-chain log has to hold up as. He treats the newer claims the same way, from demand-forecasting foundation models to quantum routing, by asking what the solver you already have would do with the same problem.

His work is build-operate-transfer: design the system, run it, and leave a team able to carry it forward. A warehouse robot, a geofence or a tracking network is delivered when someone on site can operate it on an ordinary shift.