Tammy Klein : Author Archives
How Bad Data Affects AI Maintenance (& What to Do About It)
One of the biggest implementation challenges with AI is the over-reliance on it. Too often, managers treat AI as a “set it and forget it” system, where the implementation itself is the only thing requiring human intervention. The AI itself makes up for any infrastructure shortages or gaps. In reality, AI is only as good…
Read MoreIs CMMS Complicated? How to Make Asset Maintenance Simple
CMMS software is designed to make your life much simpler, but perception problems persist because many teams have only experienced legacy systems, poorly implemented solutions, or manual processes so ingrained they seem irreplaceable. So, is CMMS complicated? Modern CMMS reduces maintenance labor costs 15-25% through optimized scheduling and mobile work orders, while only 10% of…
Read MorePass OSHA and ISO Audits with Confidence Using LLumin CMMS+
Compliance audits shouldn’t be a cause for panic, but the reality is noticeably different. Audit notifications often spark weeks of scrambling through filing cabinets, compiling spreadsheets, and hoping critical documentation hasn’t disappeared. 85% of companies report that compliance has become more complex in the past three years, with documentation gaps across several categories creating the…
Read More5 Common Preventive Maintenance Mistakes (& How to Fix Them)
Even well-run preventive maintenance programs can underperform when teams rely on outdated methods or inconsistent data. Industry research shows that 59% of facilities spend less than half their maintenance time on planned activities, despite having preventive maintenance strategies in place. This gap between intention and action costs organizations millions in unexpected downtime and emergency repairs.…
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