Why Quality Culture Programmes Fail: Slogans, Campaigns and Structural Reality
Most quality culture transformations produce nothing but cynicism. The ones that succeed share a common trait: they change the system,…
Leadership & Culture
390 articles
AI Governance in Quality Management: Validating the Black Box
Deploying machine learning in a QMS introduces failure modes that ISO 9001 and IATF 16949 were never written to address.…
Unearned Confidence in Quality: Closing the Competence Gap
Why your most assured inspectors are often your most dangerous, and how to build systems that expose what they cannot…
Andon System Failure: Why Stop-the-Line Authority Dies on the Factory Floor
Most andon cords gather dust within twelve months of installation. The hardware works; the social contract is what fails. Here…
Confirmation Bias in Quality Management: Finding the Defects You Expect to Find
Why your inspectors, 8D teams, and SPC charts systematically miss the defects that matter most, and how to design quality…
Parkinson’s Law in Quality Systems: Why CAPAs Consume All Available Time
Corrective actions, FMEAs, and validation projects expand to fill their deadlines because the system rewards duration over velocity. Here is…
The Planning Fallacy in Quality Management: Why CAPA Timelines Fail
Systematic timeline optimism is the most expensive cognitive bias in quality engineering. Reference class forecasting and structural buffers are the…
The IKEA Effect in Quality Management: Why Organisations Defend Obsolete Systems
The psychology behind why experienced quality professionals protect outdated control plans, homegrown SPC tools, and expired procedures they built themselves.
Cognitive Bias in Quality Management: How Anchoring Distorts Your Metrics
Why your first measurement becomes your permanent benchmark, and how external references break the anchor.
Goodhart’s Law on the Factory Floor: When Quality Metrics Turn Against You
When a measure becomes a target, it ceases to be a good measure. Manufacturing environments are highly vulnerable to this…