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Giving Manufacturing Intelligence a Sense of Space With Physical AI
Alex de Vigan
D uring the past decade, manufacturers have wired their plants with sensors, robots, and software. Yet many “AI-driven” systems still miss the mark. They analyze numbers but fail to understand the physical reality behind them: the parts, spaces, and movements that make up production itself. “…
The Persistent Unmarked Space
Harish Jose
In this article I want to explore an observation on how we make distinctions and what this reveals about the structure of our thinking. I’m inspired by the ideas in George Spencer-Brown’s Laws of Form and broader themes in cybernetics about how observers construct meaning. The starting point is…
A Guide to 21 CFR Part 11 and Annex 11 Compliant Signatures
Lexi Sharkov
We’d be willing to bet your key collaborators aren’t all in the same building. Your team members, contract partners, clients, and suppliers are likely scattered across the globe. That makes collecting physical, “wet ink” signatures nearly impossible and turns digital approvals into a daily…
AI and How It Affects the Quality Profession
James J. Kline
The use of artificial intelligence (AI) models, specifically generative AI, is growing. This has raised concerns about the effects on jobs in various professions. The quality profession is among them. Like it or not, the quality profession has been disrupted. This occurred before AI became widely…
How NIST Helps American Manufacturing Grow
Cassondra Blasioli
Growing up in Pittsfield, Massachusetts, I witnessed firsthand the heartbeat of American manufacturing. I remember the hum of machines, the rhythm of assembly lines, and the pride of workers crafting products that powered industries across the nation. I can still smell the oil and hear the machines…
Strengthening the US Steel Industry Through Science
Andrew Iams
I grew up outside Pittsburgh, widely known as “Steel City.” Although the city is no longer the center of steel or heavy manufacturing in America, its past remains a proud part of its identity. Like many Pittsburghers, my family’s story is tied to this industrial legacy. My relatives immigrated…
QMS Implementation in 90 Days
MasterControl Inc.
Ninety days to implementation vs. 12 to 18 months with traditional systems: That’s not just an incremental improvement—it’s a complete reimagining of what’s possible in life sciences quality management. In the highly regulated life sciences industry, quality management system (QMS) implementations…
Business Needs to Remember the Forgotten Stakeholders
Dolf van der Haven
When businesses talk about customer experience, the conversation almost always focuses on the end user. That’s understandable, but dangerously narrow. In modern service ecosystems, particularly those governed by service integration and management (SIAM), the customer experience depends just as much…
How AI Is Reshaping Quality Assurance Across Industries
Harikrishna Kundariya
AI has amazing capabilities, and it’s one of the best technologies for the future. It’s helping to change the world and bringing productivity enhancements across industries with its exceptional use cases. Quality assurance isn’t left out, either. AI is highly useful in any product development…
Buying a Quality Management System
Robin F. Goldsmith
Many organizations have decided to automate their quality management system (QMS) or upgrade their currently automated QMS. Quality management tends to involve significant numbers of documents, which automated systems are especially efficient at creating, accessing, tracking, updating, and…
Building a Calibration Procedure for Calipers
George Schuetz
Digital calipers are one of the most common hand tools used on the shop floor. In a manufacturing plant, under a quality control system, these tools must be checked and calibrated regularly. Past articles have discussed the pros and cons of doing gauge calibrations internally or by an external…
The Limits to Hybrid and Remote Work
Knowledge at Wharton
The case for in-office work has never been stronger. This may seem surprising, given that many businesses have operated remotely or in hybrid models for more than five years. The initial excitement about remote work stemmed largely from its immediate conveniences and the individual flexibility it…
How to Conduct a Root Cause Analysis
Lexi Sharkov
When an issue arises, it’s important to take quick action. Whether that means launching a software patch, pulling a batch, or halting the use of a reagent, it’s critical to tackle the immediate problem. But just as critical as “How do we fix this?” is “How do we make sure this doesn’t happen again…
Why Women Don’t Need to ‘Act Like Men’ to Get Ahead
Knowledge at Wharton
My first day as a consultant coincided with the annual women’s summit, and so the other female new hires and I were invited to join the event. The firm had brought in a “gender empowerment” speaker who mostly seemed focused on addressing the mistakes women made in the workplace. She went around…
Custom Models From 3D Scans on Any Budget
David Mihal
Quality Digest was recently fortunate enough to get more information on Geomagic Design X for reverse engineering from David Mihal, global commercial director of the Geomagic software product line within Hexagon’s Manufacturing Intelligence division. The newly available software converts data from…
Palladium Filters Could Help Generate Cheaper, More Efficient Hydrogen Fuel
Jennifer Chu
Palladium is a key to jumpstarting a hydrogen-based energy economy. The silvery metal acts as a natural gatekeeper against every gas except hydrogen, which it readily allows through. For its exceptional selectivity, palladium is considered one of the most effective materials for filtering gas…
Making Continuous Improvement Measurable
Charleen Newland
Many organizations list continuous improvement (CI) as a priority, but it often fails to take root in day-to-day work. It appears as a workshop or a one-off initiative, then fades without lasting change. If the goal is long-term performance and sustainable growth, CI can’t be incidental or optional…
Analyzing Layer-by-Layer Additive Manufacturing
Silke von Gemmingen
Powder bed-based laser melting of metals (PBF-LB/M) is a key technology in additive manufacturing that makes it possible to produce highly complex and high-performance metal components with customized material and functional properties. Used in numerous industries from aerospace and medical…
How Single-Controller Solutions Enhance Manufacturing Quality
Dennis Wylie
You’ve probably had the experience of visiting a contemporary factory floor and being amazed by all the incredible robots, sensors, and machines working like a finely choreographed dance. It’s quite remarkable—until there’s a malfunction. And that’s something which has frustrated quality engineers…
Some Air Cleaners Release Harmful Byproducts. Now There’s a Way to Measure Them.
NIST
In the wake of Covid-19 and widespread wildfires, demand skyrocketed for air cleaners, machines that could remove potentially harmful particles from the air in a home. Manufacturers responded by producing a wider variety of air cleaner devices designed for single rooms. The main purpose of an air…
Why Innovation Should Be More Like Holiday Wreaths
Susan Robertson
Sharon, a corporate HR leader, spends her days managing her team and helping shape a culture that supports innovation and creative thinking. But when fall rolls around, her evenings are spent with foam wreath forms, mesh ribbon, and a glue gun. She makes holiday wreaths. Bold ones. Glittery,…
Operationalize AI Accountability: A Leadership Playbook
Knowledge at Wharton
Nano Tools for Leaders—a collaboration between Wharton Executive Education and Wharton’s Center for Leadership and Change Management—are fast, effective tools that you can learn and start using in fewer than 15 minutes, with the potential to significantly improve your success and the engagement and…
How 3 Top Manufacturers Simplify Multiple Plant Operations With ERP
Adam Grabowski
Capturing real-time data in all areas of the business is vital for maintaining long-term success. When manufacturers conduct business with separate systems, data end up in silos, and information can’t flow in an efficient manner. This prevents smooth coordination of data between people and…
But the Limits Are Too Wide!
Donald J. Wheeler
When administrative and managerial data are placed on an XmR chart, the first reaction will frequently be that the limits are far too wide: “We have to react before we get to that limit.” So what are we to do when this happens? Are the limits really too wide? There are three cases to consider:•…
Gen AI Models Help Create Breakthrough Materials
Zach Winn
Artificial intelligence models that turn text into images are also useful for generating new materials. During the last few years, generative materials models from companies like Google, Microsoft, and Meta have drawn on their training data to help researchers design tens of millions of new…

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