Christopher Palumbo : Author Archives
Chapter Five: Embedding Proactive Maintenance Processes to Shorten MTTR for Unplanned Work
Planning for Reactive Maintenance No predictive maintenance system can completely eliminate breakdowns. Rather than aiming for total perfection, you can achieve the greatest operational advantage with clear, well prepared sets of response plans. When the occasional asset failure does occur, LLumin’s historical data and automated workflows dramatically improve mean time to repair (MTTR) and the…
Read MoreChapter Four: Moving from Condition-Based to Predictive Maintenance with AI
It’s Not Just About How Much Data You Have Once you get started with condition-based maintenance, it’s easy to refine your alert rules, scale across assets and sites, and consistently build out a substantial set of data history. You can then use this level of scale to move towards predictive maintenance models and outcomes. But…
Read MoreChapter Three: How to Get Started with Condition-Based Maintenance
The Road to Predictive Maintenance Starts with a Few Simple Steps One of the biggest hesitations around predictive maintenance is the assumption that it requires full AI transformation. Technicians typically report concerns around: But in practice, all you need to do is start with clearer use of the condition signals you’re already collecting. When these…
Read MoreChapter Two: What Predictive Maintenance Looks Like with CMMS
The Difference Between Collecting Data and Improving Decision Making Most facilities already collect asset data. So why do only 35% of maintenance professionals report using sensors and Industrial Internet of Things (IIoT) data extensively? That’s because there’s a difference between collecting data and using it to improve your asset maintenance strategy. All the temperature, vibration,…
Read MoreChapter One: Why Calendar-Based Preventive Maintenance Isn’t Enough
What You Gain in Simplicity You Lose in Efficiency Planning asset maintenance on a fixed, recurring basis is simple and easy to scale. All it takes is a mark on a calendar or a quick reminder on your maintenance tracking software for technicians and leadership to see the forecasted workload. That’s why calendar-based maintenance is…
Read MoreWhat to Look for in CMMS Software for PFMEA
A process failure mode and effects analysis (PFMEA) requires reliable data in order to be useful for your team. Whether you are working manually or with automated tools, you’ll need: Without a system that captures and organizes all three, your PFMEA inputs are estimates. Finding the best CMMS software for PFMEA means identifying the specific…
Read MoreGuiding Your Asset Replacement Decisions with EAM Software
Replacement decisions are easy to defer. Each individual repair appears cheaper than replacement, and, individually, each one often is. The problem is that repairs accumulate over time. Without a system tracking the running total, the cumulative total is never fully visible. As a result, the point at which replacement becomes the better financial option passes…
Read MoreWhy Predictive Maintenance Works Best with an EAM Platform
You invest in sensors and condition monitoring. Your team starts getting alerts, but ultimately not much changes. Failures still happen, alerts pile up, and consequently technicians stop trusting them. In the end, leadership starts asking why the ROI isn’t materializing. The problem usually isn’t the predictive technology. Rather, it’s that the technology is running in…
Read MoreWhen to Invest in EAM Software: Maintenance Manager’s Guide
Smaller operations can often get by on spreadsheets and informal systems. After a certain point, however, those same tools start holding you back. Without enterprise asset management (EAM) software, schedules drift, and coordinating work across teams/sites becomes harder than completing the work itself. Understanding when to invest in EAM software hinges on recognizing this point…
Read MoreTrack and Improve MTTR Across Your Enterprise with EAM
Industry average MTTR has nearly doubled since 2019. For most multi-site operations, the challenge isn’t just that repair times are rising, but that the data used to measure them aren’t consistent across locations. Before you can make meaningful improvements, you need to trust what the number is actually telling you. That’s where LLumin CMMS+ comes…
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