I study why plants produce less than they should.

The patterns are everywhere. Schedules that break when the floor meets the cookers. Capital cases built on the wrong hour of the wrong shift. Reported numbers that disagree with the lines. Capacity hiding inside the seams between systems.

This journal is a working notebook. Each entry records a pattern observed on the floor, a mechanism worth naming, or a decision rule worth testing. The entries are organized around three structural dimensions: throughput, reliability, and leverage.

I build digital twins of manufacturing facilities. I model reality before money gets spent. The tools find capacity that executives didn't know existed and build the business case to capture it.

The observations here come from protein plants, bakeries, beverage lines, frozen food facilities, and dairy operations. The patterns repeat across all of them. The specifics change. The physics don't.

The closer you are to the system, the more obvious the constraints become.

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