industrial-operations
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Tony Pritzker’s case for taking the long way
Before Tony Pritzker invested in companies, he ran them. From industrial equipment to a decade-old environmental prize, his career keeps returning to the same question: what does good work need in order to last?
Paul Tuzi and the value of showing up
A factory tour, a rebuilt foundry, and two days away from the laptop reveal how Zynik’s manufacturing chief approaches the businesses entrusted to his group.
Ganesh Ramaswamy and the Electricity Hiding in Plain Sight
A mechanical engineer crossed medical devices, building systems and energy technology before taking charge of a family-owned wire maker. His first move was not a grand manifesto. It was to walk the plants and listen.
Marshall Leung Plays the Point in Front of Him
The former Amherst tennis captain now works on the founding go-to-market effort for Neo at Traba. His route from baseline rallies to warehouse software is really a story about making the next decision legible.
Michael Rubiera Built a Data Center Company at Factory Speed
He started with two Ohio machine shops, prototyped a pandemic pivot in his garage, and found his opening inside the data center. Now the interesting part is not just how fast Accelevation grew, but how Rubiera designed the company to move.
Maingen
Maingen is a Y Combinator (S26) startup building reinforcement learning environments for industrial operations - the roughly $5 trillion slice of the US economy that runs factories, power plants, and solar farms. Its first product, SolarBench, tests whether frontier AI agents can act as the on-call engineer for a portfolio of solar farms, handling alerts, telemetry, work orders, and priced field actions. The company sells the environments and datasets that let AI labs train and evaluate models on messy, long-horizon physical-world work.