Anomaly Detection on the Plant Floor: Separating Process Deviations From Sensor Noise
Most monitoring systems fail not because of the algorithm but because nobody separated process behaviour from sensor behaviour. Here is…
Leadership & Culture
390 articles
The Assumption Finance Will Kill First: Building Quality Business Cases That Survive
Quality investments rarely fail on technology. They fail on one unexamined assumption in the payback model. Here is how to…
Temporary Labour Is a Quality Variable: Measure It, Design for It, Audit It
Training matrices become historical documents the day agency intake exceeds training throughput. Here is how to correlate escapes with churn,…
Run at Rate: Proving Capacity and Quality Together, Not on Stage
Most run-at-rate events are staged demonstrations that collapse in week three of production. Here is how to design one that…
Cost Avoidance and Payback: Writing the Quality Budget as an Investment Case
How to build a prevention budget from ledger data, price the counterfactual, and present payback in the language finance funds.
Audit Evidence for Quality Circles: What Demonstrates a Working System
What an auditor should ask for when evaluating a quality circle programme, what plants typically present instead, and the documented…
Applying Kotter’s 8-Step Change Model in Manufacturing Plants
Most manufacturing change initiatives stall at step four. Here is how to adapt Kotter's framework to survive the factory floor…
OEE: Why Your Availability Numbers Are Fiction and How to Fix Them
OEE fails not because the formula is wrong, but because the inputs are manipulated. Here is how to fix availability,…
Building FMEA Training That Changes How Engineering Teams Think About Failure
Most FMEA training fails because it teaches a form, not a method. Here is how to design a workshop that…
Lean Six Sigma Belt Programs: Why Certification Pipelines Fail to Build Capability
Most organisations confuse training with capability and certification with competence. Here is how to design a belt program that delivers…