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An Indian automotive parts manufacturer faced growing challenges in managing operator efficiency and retention. While the company employed over 300 operators and ran 130 CNC lathes and machining centers, there was no reliable way to assess individual performance or reward high productivity. All operators received fixed salaries regardless of skill, discipline, or contribution to output.
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