Insights & Articles
Field notes on quality leadership, crisis management and operational excellence — from the shop floor to the boardroom.
The agent speaks protocol. The interlock speaks physics.
Anthropic has published a hardware standard for letting AI agents command physical machines. The technology press filed it under AI announcements, somewhere between chatbots and chip roadmaps. Wrong…
The new COO gets 100 days. The quality system gets one slide.
Four manufacturers named new operations chiefs this week: Grote in North America, Imperial Auto globally, Protolabs a COO for global manufacturing, Hanseatic a new VP over its Latin American…
Every gauge gets an MSA. The AI agent gets a demo.
Somewhere around three in the morning, an autonomous agent diagnosed a network fault, applied a fix and closed its own ticket. Reports this week call it the arrival of self-healing infrastructure.…
The hire came from NHTSA. The escapes came from the line.
Ford's 12.9 million-vehicle recall year prompted a hire from NHTSA rather than a revised control plan — but escapes are detection failures on the line, not communications problems in the boardroom.
The price war is on. Your failure costs are winning.
As discounting outruns the industry's cost roadmap, the last big lever inside your four walls is the cost of poor quality — yet plants keep cutting the prevention budgets that control it.
Zero defects is the goal. Zero evidence is the trap.
Here is an uncomfortable observation. The most dangerous dashboard I ever stood in front of was the quiet one. Flat green line where the red spikes used to live, in a plant that had just gone six…
The line is state of the art. The control limits are fiction.
Here is an uncomfortable observation: the most dangerous plant in any industry is the one where nothing has failed yet. This week produced two announcements of exactly that species – Statetron…
You benchmarked the plant. The culture didn't travel.
Here is an uncomfortable observation from two decades of plant walk-throughs: the best-maintained piece of visual management on most sites is the A3 wall nobody uses. Colour-coded. Laminated. Last…
Physical AI runs the line. Root cause still needs a witness.
Daedong is turning its Daegu plant into a "physical AI" hub by 2029, with robots and autonomous systems meant to lift tractor production capacity by 67%. Half the manufacturers I talk to have a…
Your escalation matrix has three levels. The fourth talks to the press.
I have stood in enough containment rooms to know what a problem smells like at every stage of its life. The worst smell is the one that has aged past every escalation level available to it. Here is…
The door passed 100,000 cycles. The emergency needed one.
China's record 4.3-million-vehicle recall shows door latches passing every lab cycle yet failing post-crash, when a severed power bus kills the electronic release command.
The shortage is temporary. The interim approval is permanent.
The Financial Times reports that the world's largest carmakers are scrambling to avert a motor oil crisis. The headline reads as a logistics story – tankers, allocations, a supply gap with a number…
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