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The concept of attaching data to CAD models, such as GD&T, seems to be growing. Using model-based definition, the industry is beginning to take advantage of the technique.

Various industries are still struggling with automation despite long-standing efforts, consulting McKinsey & Co. said in a report.

It’s the machine tool acronym you never bother to put into words: CNC. And much of the time it’s probably OK to view your “computer numerical control” as a black box doing magic. But if you’re struggling with high-speed machining, need better surface finishes or higher accuracy, have training and retention problems, or want a better handle on your production efficiency, the answer just might be the latest iterations of those three little letters.

There are plenty of manufacturing catchphrases: the Industrial Internet of Things (IIoT), Industry 4.0 and the Digital Factory. “Sometimes it’s a lot of buzzwords. Sometimes there’s a lot of reality behind it,” said Roger Hart, research and development manager of Siemens (Berlin and Munich, Germany).

GE Appliances (GEA) has been designing and manufacturing consumer appliances for over 125 years. The iconic brand, headquartered in Louisville, KY, employs nearly 6000 people, a number that rose to 12,000 employed globally after its acquisition by Haier, making the company part of the largest appliance manufacturer in the world.

There are two ways to tackle the skilled labor shortage: automate wherever possible or encourage a new generation to consider the manufacturing industry. Bowden Manufacturing of Ohio does both, with the help of industry partners such as Absolute Machine Tools.

A few not-so-tall tales of how machine shops gain a competitive edge through automation

Manufacturers require a deep understanding of operations to make quick, data-driven decisions and keep production running in the face of unpredictable challenges.

Tales from manufacturers who’ve implemented automation: Why they did it, what the results were—and advice to others considering a new droid.

The advantages promised by Industry 4.0 are being realized at Ingersoll Machine Tools in Rockford, Ill.