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What the reemergence of the firefly can teach us about data
If the recent influx of fireflies is an unexpected comeback, we're reminded that data alone doesn’t tell the whole story. It's a signal that we must pair historical insight with forecasting fortitude to truly light the way forward.
Jul 153 min read


The impact on revenue as stock out improves
Reducing stock outs in your MRO storeroom isn’t just good maintenance practice—it’s a financial strategy. This post breaks down how improving SMRP 5.5.33 Stock Out can directly boost revenue. However, we recognize the point where additional MRO investment no longer pays off.
Jun 193 min read


A lesson learned from a colonoscopy applicable to preventive maintenance
The argument that a colonoscopy is preventive versus diagnostic Preventive maintenance (PM) is simply an action aimed at preserving a...
Feb 174 min read


How low did you go - How to measure if you are writing a work order to the right asset
How low in the asset hierarchy should you go for a work order? We show how you can measure this to see how good you are doing.
Jan 55 min read


How to measure the consolidation of vendors supplying your MRO
How do you measure the consolidation of vendors supporting your MRO efforts? Here, we will discuss three ways to measure so you can improve.
Dec 17, 20243 min read


Error proofing - How referencing a Tom Hanks movie has taught me about error proofing in MRO
Error proofing data, especially when it is manually inputted, needs to be incorporated in manufacturing to improve cost and efficiencies.
Jun 23, 20243 min read


Second longest, go-ahead shot...
Saturday on SportCenter, I heard a statistic that showcased the evolution of analytical capabilities and the uncanny ability to drop a...
May 13, 20243 min read


Zugzwang moments within performance goals
Performance goals Performance goal season is wrapping up. With a few days remaining, you summarize your annual performance to each goal...
Dec 29, 20232 min read


Canceling a PM can impact your metrics differently.
Within practically all computerized maintenance management systems (CMMS), there are mechanisms to do preventive maintenance (PMs). These...
Dec 10, 20233 min read


Maybe it wasn't a cheat code.
I saw a commercial the other day for this “all in one” entertainment station, where you plug it into a television’s HDMI port, and now...
Apr 23, 20233 min read


Which asset management metrics should you start with?
You just left college life and joined your first maintenance and reliability team. With eyes as wide as saucers on day one, you quickly...
Apr 16, 20236 min read


What is compliance when doing PMs?
Too frequently, I have seen departments measure the effectiveness of their asset management by pontificating their PM Compliance....
Apr 9, 20235 min read


History sometimes changes the chart.
Let's take a moment to interrogate a time-series plot in your next monthly review, shared PowerPoint slide deck, or performance boards...
Mar 12, 20234 min read


What if the NFL submitted an OSHA 300 form?
Damar Hamlin's injury in week 17 of the 2022 NFL season was emotionally intense. I wasn’t watching it live, but when I saw it as a reply...
Jan 15, 20238 min read


Where is it? I don't see it.
I have been rethinking what an asset is in a variety of contexts. Historically, I have rigidly treated the definition of an asset as...
Dec 26, 20225 min read


The math is emotionally correct
Years ago, I got into a spirited discussion with a colleague about a quality measurement he wanted each production unit to use within all...
Sep 25, 20225 min read


Let's stop people from dying immediately after retirement.
revision 1 - 9.24.2023 The heavy manufacturing industry is a challenging business to be in and may not be a popular career choice. A...
Jul 31, 20226 min read


Smile. Let's see those estimates.
Finding things in everyday life that empower you to evaluate statistics or theorize estimates on a scenario has always been fun for my...
Jul 10, 20224 min read


"Criticality" for $1000, please.
How is "criticality" used? The word “criticality” is often used out of context within manufacturing. I often hear someone say, “that is...
Jun 15, 20224 min read


If the data says shoot right, then shoot right.
Using numbers and estimates to predict outcomes can either be a hobby or a profession. This data is the fingerprint of what has happened,...
Apr 9, 20224 min read
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