Reducing unplanned downtime is crucial because it directly impacts an organization's bottom line. Downtime can result in loss of production time, order fulfillment delays, and even overtime costs for employees. Estimates suggest that unplanned downtime can cost enterprises billions collectively every year. Moreover, significant downtime events, like the one experienced by British Airways in 2017, can also tarnish a company's brand reputation and customer loyalty.