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I’m not exactly sure what you mean by a “data-based operation” but I can agree that 5S makes use of Visual Management. The better the Visual Management, the more effective the 5S!
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Elisabeth Swan

Elisabeth is a Master Black Belt at, the co-author of The Problem-Solver’s Toolkit and co-host of the Just-in-Time Cafe. For over 30 years, she's helped leading organizations like Amazon, Charles Schwab and Marriott International, Inc. build problem-solving muscles with Lean Six Sigma to achieve their goals.