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Identity, Habits, and the Anti-Entropy Architecture of Quality Systems
Peter Chhim
Most quality professionals have experienced this moment. A process improvement initiative is completed. Procedures are updated, the team is trained, and for a period of time everything works exactly as intended. The process runs smoothly, and the problem appears to be solved. Then, gradually, small…
Maximizing Air Gauge Capability for Small Holes
George Schuetz
In various industries (or in your shop), there are numerous parts that make use of very small holes. A dozen examples could be listed, but the most common include aerosol cans, needles for delivering fluids and medicines, fuel-injection nozzles, and simple fixed restrictors used to control liquid…
Manufacturing’s Culture Problem Is Really a Systems Problem
James Glover
When manufacturing leaders discuss operational challenges, “culture” becomes the catch-all explanation: “Our culture doesn’t support discipline like Asian manufacturers,” or, “We need to change the culture around quality,” or, “It’s a cultural resistance to following procedures.” This framing…
The Networking Opportunity You’re Missing
Mike Figliuolo
In a connected world, opportunities are more about who you know than what you know. Whether it’s a job, making a sale, or finding your next great new hire, you’d be a fool to miss some great opportunities to build your network. With the growth of platforms like LinkedIn, it’s easier than ever to…
Physicists Zero in on the Mass of the Fundamental W Boson Particle
Jennifer Chu
When fundamental particles are heavier or lighter than expected, physicists’ understanding of the universe can tip into the unknown. A particle that’s just beyond its predicted mass can unravel scientists’ assumptions about the forces that make up all of matter and space. But now, a new precision…
Field vs. Lab Testing: Why the Gap Leads to Costly Mistakes
Ryan Morrison
On paper, material testing looks like one of the most controlled and reliable parts of a construction project. Samples are collected, standardized procedures are followed, and results are documented with precision. Everything points toward certainty. And yet, failures still happen. Not small ones…
How to Control Quality Risk When Motion-Control Parts Become Obsolete
Jesse Walker
In a lot of plants, motion-control equipment stays in service far longer than anyone originally expected. Servo drives, spindle amplifiers, operator panels, encoder interfaces, and power supplies often keep running for years after the OEM has shifted its attention elsewhere. That long service life…
When Things Go Wrong
Donald J. Wheeler
The way we think about our process will shape the way we collect, analyze, and interpret our data when things go wrong. This in turn will shape the actions taken and the results obtained. In this column, we look at an example of the difference between the traditional approach and an alternate…
AI in Manufacturing
Cooper Schorr
There’s no shortage of AI in manufacturing. There is, however, a shortage of AI that works when things get complicated—AI that can move the needle. If you spend any time in industrial service environments, where assets go down and the fix is buried in five different systems and 4,000 pages of…
When Lean Isn’t Enough
Akhilesh Gulati
On an assembly line for household appliances, 10 operators assembled motors for downstream production. Demand was high, but output consistently fell short—and many motors failed final inspection, requiring weekend overtime to catch up. Managers tried the usual fixes. Push the operators, tweak the…
Boiling Down Ideas Will Always Burn You
Mike Figliuolo
I hear it all the time: “Let’s boil this idea down.” That’s a huge communication mistake. What people are trying to do by “boiling it down” is get rid of all the extraneous information surrounding their idea to find something crisp they can share with others. The hope is that the crisp idea will…
Why Data Security Alone Won’t Cut It for AI in Regulated Industries
Jake Walton
Nobody would get into a self-driving car simply because the door locks worked and the alarm system was functioning properly. Those security features protect the car from being stolen or tampered with, but they say nothing about whether the car’s AI will stop in time when a child runs into the road…
10 Lessons From 10 Factory Visits
Scott Ginsberg
At Dozuki, our teams are constantly on the factory floor. We spend hundreds of hours every year walking production lines, sitting in breakrooms with operators, and standing alongside quality managers during high-stakes audits. These site visits have given us a front-row seat to the friction between…
Streamlined, Efficient Aircraft Surface Assessment—From Scan to Report
FARO
Aircraft are routinely exposed to damage from bird strikes, lightning strikes, hailstorms, collisions with ground support equipment, or debris on the runway. As fleets grow and skilled technicians become harder to find, airlines and maintenance, repair, and overhaul facilities (MROs) face mounting…
Why Your QMS and Regulatory Information Management Systems Should Talk to Each Other
Mike King, Massimo Franza
‘This product isn’t approved to be imported into this market,” says a customs official while reviewing the importation documentation. Local quality and regulatory teams are quickly brought into the conversation and see that the product’s registration has been valid for several years, and no local…
Pinpointing the Origin of Newly Discovered Hellenistic Pottery
Paul Hanaphy
Pottery is a metaphorical gold mine for archaeologists. Well-preserved ceramics offer a rare glimpse into the lives of past societies, their cultures, traditions, and how they expressed status. When analyzing such finds, stamps and inscriptions are often key. This is certainly the case for Dries…
The Expanding Role of Design of Experiments in Modern Manufacturing
Jeffrey T. Slovin
Manufacturers can’t control tariffs, supply chain volatility, labor shortages, or geopolitical instability. But they can manage operational efficiency. Operational excellence is one of the few factors that organizations can fully control. In challenging economic times, quality is an increasingly…
From Operators to Leaders
Leena Rinne
Manufacturing leaders often focus on technology, automation, and efficiency metrics to drive productivity. But the reality is that most KPIs on the factory floor still depend on people.   When frontline employees feel valued and supported, they show up more engaged, do better work, and contribute…
Wristband Enables Wearers to Control a Robotic Hand With Their Own Movements
Jennifer Chu
The next time you’re scrolling your phone, take a moment to appreciate the feat: This seemingly mundane act is possible thanks to the coordination of 34 muscles, 27 joints, and more than 100 tendons and ligaments in your hand. Indeed, our hands are the nimblest parts of our bodies. Mimicking their…
The Shape That Does Not Return
Harish Jose
The great systems thinker Russell Ackoff had a provocation that stayed with me: A system isn’t the sum of its parts. It’s the product of their interactions. He used a simple example. Take the best engine from one car, the best transmission from another, the best brakes from a third. You will not…
Don’t Allow Deviance to Become Normal
William A. Levinson
Most quality practitioners, as well as process engineers, are familiar with management of change (MOC). This means that any significant change to a process factor, such as the familiar ones in cause-and-effect diagrams like manpower, machine, material, method, measurement, and environment, can have…
AI Adoption in Medical Practices
Lisa Morris
AI adoption in medical practices is growing steadily, with most providers seeing positive ROI. But progress depends on overcoming integration, skills, and trust barriers to focus AI where it delivers real clinical and operational support. As the healthcare industry continues to embrace digital…
ISA-84.91.03: New Framework for Low-Integrity Protection Layers
Greg Rankin
For decades, the process industries have relied on layers of protection to prevent hazardous events. When risk reduction requirements were high, safety instrumented systems (SIS), governed by standards such as IEC/ISA 61511, provided a clear framework for design, operation, and life-cycle…
How to Validate AI Tools
Lexi Sharkov
Validating AI software makes most quality teams uneasy. Their unease is not unjustified. The new Annex 22 provides a framework for AI use, but the guidance remains in draft. Most quality teams still have questions, especially around validation. Why? Quality teams are trained to validate systems…
Mundane Measurements Have Made Astronomy Possible for More Than 100 Years
Susana Deustua
Many of modern astronomy’s achievements can be traced back to relatively unknown women who painstakingly cataloged the stars in the early 1900s. Called the Harvard Computers (because they performed calculations), these women combed through thousands of photographic plates of stars and cataloged…

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