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The Effectiveness of Automation Is Contingent Upon Its Mechanism

Due to the increasing necessity to reduce labor expenses and align resources with operational achievements, extensive studies have been conducted on automation. This is particularly accurate considering the widespread and cost-effective accessibility of cloud and network software solutions. The progress of automation and artificial intelligence (AI) has been significantly enhanced by using programming that acquires knowledge from many scenarios and implementing automated processes that may operate continuously instead of in designated time periods. Nevertheless, the effectiveness of automation is contingent upon the quality of its implementation, and poorly thought-out concepts...
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