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CONCLUSION











         Predictive maintenance and quality improvement

         have emerged as crucial corporate tactics in the


         age  of  Industry  4.0  for  achieving  operational

         excellence.  Organizations  may  get  a  variety  of


         advantages by utilizing IoT, big data analytics, AI,

         and machine learning. These advantages include


         enhanced  equipment  uptime,  cost  savings,

         higher-quality  products,  and  optimized  resource

         allocation.  For  businesses  to  remain  competitive


         in  the  rapidly  changing  industrial  environment,

         they must embrace these innovations.
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