Insights & Articles
Field notes on quality leadership, crisis management and operational excellence — from the shop floor to the boardroom.
Five-second rule on the shop floor — why visual management beats digital dashboards
The best information system I ever implemented cost 200 euros and took twenty minutes to build. It was a board with magnets. It outperformed a 200,000-euro digital dashboard. Here is why visual management works when technology does not.
The AI quality dashboard nobody asked for and nobody uses
Every vendor is selling an AI-powered quality dashboard. I have implemented three of them. Two were failures. Here is what went wrong, what the vendors do not tell you, and what actually works when it comes to quality data.
Foxconn lost 11 million files. The quality damage outlasts the downtime.
Foxconn's 11 million stolen files highlight why exfiltration, not downtime, is the lasting threat. Quality directors must join cyber response before institutional knowledge walks out the door.
Ford's quality turnaround is real — and the recalls prove it isn't done
Ford's quality award is real. So are the recalls. Two decades on shop floors tell me why the gap exists—and what it costs to close it.
Your supplier scorecard is lying to you and you know it
Most supplier scorecards measure the wrong things, reward the wrong behaviour, and actively destroy the supplier relationships they claim to build. Here is what to measure instead.
Why Ford rehired what AI couldn't replace
Ford replaced veteran inspectors with algorithms and the bill came in the billions. The gap between 99% accurate and right is where recalls start.
I built a jury of 63 AI models. It taught me more about quality than any audit
I spent two decades qualifying gauges, suppliers and inspectors before trusting their verdicts. Then I built an AI platform that runs one question through 63 models in parallel — and discovered the same rule applies. Never single-source a judgement.
A $25,000 EV still has the same failure physics as a $50,000 one
As EVs race to the $25K price floor, the physics of battery failure remain unchanged. Thermal runaway, recalls, and liability costs don't negotiate with your BOM target.
Scaling eVTOL is a quality systems problem, not an engineering one
Joby and Toyota's JV is not an engineering milestone — it is a quality systems declaration. The prototype-to-production cliff is where eVTOL companies will live or die.
Sustainability in ISO 9001:2026 isn't woke — it's supply chain survival
When ISO 9001:2026 adds sustainability clauses, some will call it politics. It is not. Sustainability requirements exist because supply chains that ignore environmental and resource factors break under real-world stress. I have watched it happen.
The documentation paradox nobody in quality talks about
The more comprehensive your QMS documentation becomes, the less likely anyone is to use it. I have seen 847 controlled documents and an operator working from an outdated photocopy. Here is what ISO 9001:2026 changes about this — and what it does not.
Remote work changed quality management. ISO 9001:2026 caught up.
The pandemic forced quality teams to manage processes, conduct audits, and lead reviews remotely. ISO 9001 was silent on all of it. The 2026 revision addresses distributed work, remote audits, and virtual process management for the first time.
No articles match your search.