Factory Automation

Most MES programs are stuck at pilot scale, and that’s now an AI and cyber risk decision

Rockwell data says 93% of manufacturers run MES somewhere, but only 23% have it integrated across sites. The operational gap is widening.

Hadrian's $1.37B raise and the data center boom are pulling construction capital toward AI-driven manufacturing

Two converging forces, AI-powered factory automation and the data center construction surge, are reshaping how capital and contractors flow through the built envi

Humanoid and legged robots are ready for brownfield factories, but three technical gaps still stand in the way

Science and industry sources converge: legged robots can navigate existing factory floors, but reliability, dexterity, and data remain unsolved.

Roland Berger forecasts 6–9% annual growth as industrial automation capital spending accelerates through 2030

Analysts and executives converge: automation is back in growth mode, but humanoid hype is outpacing factory-floor reality.

Automated factories are raising the bar on efficiency. Here's where the benchmark sits in 2026

From a Foxconn lighthouse factory that cut costs 45% to GM's robot-heavy EV plant, automation benchmarks are reshaping what world-class manufacturing looks like