Insights & Articles
Field notes on quality leadership, crisis management and operational excellence — from the shop floor to the boardroom.
The vision system detects defects in real time. Real time is still downstream.
Real-time vision detects defects in milliseconds, but faster detection doesn't make failures rarer or cheaper. A quality veteran tallies what escapes truly cost downstream.
Accountability cascades down. Authority stayed upstairs.
Here is an uncomfortable observation: we have industrialised the blaming of quality managers for failures their org chart forbids them to prevent. A food-safety journal has just run a piece…
The servers came back in 72 hours. The proof never did.
A plant manager I have known for fifteen years called me on a Monday, and for the first ten minutes he sounded like a man who had won something. Ransomware had hit his tier-2 stamping house the week…
The record is automated. The liability isn't.
In 2019 I was hired to build quality from bare concrete – a greenfield automotive plant, nine hundred people, no forms, no signatures. The first system I designed was not a gauge room. It was a…
Your digital twin keeps learning. Your PFMEA stopped at launch.
Here is an uncomfortable observation from someone who has stood on wet concrete where a press shop was supposed to be: when a factory is born inside someone else's software, the process learns every…
The recall is feedback. You just paid retail for it.
By the time a defect makes headlines, the story was already told in complaint logs and warranty returns. Speed of containment, not PPM charts, is what predicts trouble.
The expansion is funded. The quality system is back-ordered.
Three funded expansions landed the same week, none mentioning a control plan or gage on order. Capex buys the machines; quality documentation is what actually releases parts.
IATF 16949 gets rewritten. Most plants will only repaint the manual.
While plants rush to repaint their manuals for IATF 16949's Second Edition, the real risk goes unseen: softer surveillance audits, shelved internal audits, and aging deviations.
The pin gauge market is growing. Your measurement system isn't.
While vendors promise AI-driven inspection, auditors still start at the gauge crib. Why pin gauge demand is climbing toward 2035 and what fixed-gauge traceability still guarantees.
Your SIEM watches the network. Your control chart catches the intrusion.
SIEMs read logs; control charts read physics. The process-monitoring system already running in your plant may be the intrusion detection layer your SOC never knew it had.
The survey scores 90 days. The warranty pays for ten years.
Ford has said out loud what OEMs normally keep buried in a strategy deck: it intends to be number one in the J.D. Power Initial Quality Study. From the boardroom, that reads as ambition. From the…
Everyone is ready for AI. Nobody is ready for what it finds.
A survey crossed my desk this week: most UK manufacturers feel "ready" for AI-led change. I have never seen a readiness score drop after a good demo. The instrument measures appetite, and appetite…
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