Reactive maintenance is the enemy of asset uptime. Every unplanned failure represents not just lost production hours, but cascading delays, quality risks, rushed repairs, and customer commitments missed. Yet most manufacturing organizations continue operating predominantly reactive maintenance models, addressing failures as they occur rather than intervening before assets fail. The result is predictable: chronic unplanned downtime, escalating maintenance costs, and










