A blank spreadsheet is usually where a maintenance manager starts when they’re told to “get PM under control.” It rarely stays blank for long, and it rarely stays useful for long either. Rows get added ad hoc, columns get repurposed, and within a few months nobody fully trusts what’s on the sheet. The fix isn’t
Author Archives: Anns Ahmad
Somewhere in your maintenance records is a piece of equipment that has failed the same way three times this year. Each time, someone patched it, logged the repair, and moved on to the next fire. Nobody stopped to ask why a “preventive” program let the same failure happen three times, because nobody had time to
Most maintenance teams don’t decide to start a preventive maintenance program on a calm Tuesday. They decide it at 2 a.m., standing next to a machine that just went down for the third time this quarter, wondering why nobody caught it sooner. That moment is usually the easy part. Knowing how to start a preventive
A cracked bearing rarely announces itself. It runs a little hotter, vibrates a little more, and then one shift it seizes and takes a production line down with it. Industrial preventive maintenance exists to catch that bearing weeks before the seizure, not hours after. For plants running heavy machinery around the clock, the gap between
A backup generator that fails to start during a power outage is one of the most expensive surprises a facility manager can face. In a hospital, data center, or high-rise office tower, a few minutes of unplanned downtime can mean disrupted operations, safety risks, or regulatory non-compliance. The first line of defense against that scenario
A building automation system is only as useful as the alarms it raises. When a Honeywell burner management controller trips into lockout, the code on the display is the difference between a five-minute reset and an unplanned shutdown that drags into hours. For facilities and maintenance teams running Honeywell 7800 Series relay modules, or any
Ask five different vendors what their facilities AI assistant does, and you’ll get five different answers. Some describe a chatbot that answers tenant questions. Others mean a predictive engine that flags failing equipment weeks in advance. A growing number are pitching something closer to an autonomous agent that takes action inside a CMMS on its
A blinking two-character code on a wall-mounted controller rarely tells the whole story. To the technician standing in front of it, “E7” or “L5” is a starting point, not an answer. Behind every one of these HVAC controller fault codes sits a specific fault condition, a probable cause, and a decision: reset it, monitor it,
Facilities and maintenance teams spent the last few years asking what AI could do for them. Sort urgent work orders. Predict equipment failure. Summarize technician notes. That question is quickly being joined by a harder one: what will regulators require AI to do, document, and prove before facilities teams can rely on it at all.
Most facilities teams do not fail at CMMS adoption because they picked the wrong software. They fail because they treated adoption as a training event instead of a change management problem. A kickoff call, a two hour demo, a login email, and then everyone is expected to just start using the system. Technicians are the









