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Computerized Maintenance Management System (CMMS) software Panther CMMS Software is used to manage and optimize maintenance activities within an organization. Machine learning can enhance CMMS software in several ways, making maintenance processes more efficient, predictive, and cost-effective. Here's how machine learning helps with CMMS software:1