Your PM Compliance Rate Is Lying to You (And What to Measure Instead) A high PM compliance rate tells you that work orders got closed. It does not tell you whether the preventive maintenance was done on time, done thoroughly, or scheduled against the right interval — and those are the things that actually keep … Read more
The era of purely calendar-based preventive maintenance is over. As industrial facilities face mounting pressure to maximize throughput while minimizing labor costs, Artificial Intelligence (AI) has shifted from a buzzword to a baseline requirement. In 2026, AI is actively transforming how teams interact with their CMMS software—automating work order creation, forecasting spare part stockouts, and … Read more
Maintenance within the Department of Public Works (DPW) goes far beyond routine upkeep. DPW maintenance directly supports public safety, economic stability, regulatory compliance, and community quality of life. As infrastructure continues to age and expectations rise, DPWs are adopting data-driven, AI-supported maintenance strategies to improve efficiency, reduce costs, and deliver more transparent public services. What … Read more
Managing facilities has become increasingly complex. Operational costs are rising, equipment is more sophisticated, and the pressure to minimize downtime has never been greater. For decades, maintenance teams have relied on calendar-based schedules and reactive repairs, an approach that often leads to inefficient labor allocation and unexpected failures. The shift toward data-driven strategy is no … Read more
If you’re in maintenance, facilities, or asset management, chances are you’ve heard about AI-powered CMMS (Computerized Maintenance Management Systems). You might be wondering— is this just a neat upgrade, or does it really change how we work? Let me explain it simply so you can understand why AI-driven maintenance tools are quickly becoming more than … Read more
If you’ve been hearing a lot about AI-powered CMMS, you’re not alone. Artificial Intelligence is showing up everywhere, from our phones to our factories. In the world of maintenance operations, AI is starting to make a real impact. But let’s be honest: a lot of what’s called “AI” in the CMMS world today isn’t truly … Read more
