Insights & Articles
Field notes on quality leadership, crisis management and operational excellence — from the shop floor to the boardroom.
Small plants need ISO 9001:2026 too. Here's how to do it without a consultant.
ISO 9001 implementation is dominated by large companies with dedicated quality departments and six-figure consulting budgets. But the standard works for small plants too — if you approach it correctly. Here is the playbook I give to every small manufacturer who asks.
ISO 9001:2026 clause 4 is where most quality systems quietly fail
Clause 4 — context of the organization — sounds like paperwork. It is actually the load-bearing wall of your entire QMS. Get it wrong and everything downstream is theatre.
ISO 9001:2026 will not fix your culture problem
A new standard cannot repair what daily behaviour has broken. If your quality culture is transactional, no clause revision will save you. Culture eats compliance for breakfast — and ISO 9001:2026 does not change that.
AI inspection doesn't fail at the algorithm. It fails at the architecture.
Ford bolted on a model. Sandia built a system. AI inspection fails at the architecture, not the algorithm.
AI agents outpace governance because nobody wrote the control plan
AI agents fail the same way manufacturing processes do—but someone has to own the control plan. Here's why quality, not IT, should be in charge.
Your SPC charts are decoration. Here is what real process control looks like.
Statistical process control is one of the most powerful quality tools ever invented. In most factories, it has been reduced to a paperwork ritual. Here is the difference between SPC as decoration and SPC as process control — and how to get from one to the other.
What twenty years of 8D reports taught me about human nature
8D is supposed to be a problem-solving methodology. After reviewing thousands of reports across two decades, I have learned that it is actually a window into how organisations handle truth, blame, and accountability. The reports tell you more about the culture than the problem.
After ransomware, every part you ship is unverified
Ransomware in manufacturing isn't just an IT breach—it's a delayed quality crisis. When OT networks restart, traceability breaks and defective parts can ship undetected.
AI in operations is a quality intervention. Measure it like one.
If your AI deployment can't move a single quality metric—scrap rate, RFT, audit findings—it's not a deployment, it's a dashboard. Stop measuring engagement and start closing A3s.
What every new EV plant gets wrong in its first 90 days
Three EV plant announcements this week, none mentioning quality infrastructure. The first 90 days of quality sequencing decide whether you survive your first audit or surface in a recall.
Why I stopped using red on my dashboards
Red on a quality dashboard triggers fear, defensiveness, and information suppression. After twenty years of managing quality metrics, I found a better way to communicate bad news without shutting down the conversation.
Cybersecurity is a quality failure mode — and AS9100 is catching up
Aerospace quality systems assumed data integrity without inspecting the infrastructure carrying it. As AS9100 folds in cybersecurity expectations, plants face a quality gap they didn't know existed.
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