Podcast: Reliability reality check—why more PMs and high wrench time don’t guarantee reliability
Key Highlights
- More PMs don’t guarantee reliability—focus on precision, timing, and condition monitoring to avoid wasted maintenance labor.
- Hitting KPI targets can be misleading; audit metrics like wrench time to ensure numbers reflect real shop floor performance.
- A CMMS improves workflow efficiency, but technology alone won’t fix a reactive plant without culture change and process discipline.
- Some emergency work is acceptable; prioritize fixing recurring failures over rare, low-risk breakdowns with long asset life cycles.
Joe Kuhn, CMRP, former plant manager, engineer, and global reliability consultant, is now president of Lean Driven Reliability LLC. He is the author of the book “Zero to Hero: How to Jumpstart Your Reliability Journey Given Today’s Business Challenges” and the creator of the Joe Kuhn YouTube Channel, which offers content on starting your reliability journey and achieving financial independence. In our monthly podcast miniseries, Ask a Plant Manager, Joe considers a commonplace scenario facing the industry and offers his advice, as well as actions that you can take to get on track tomorrow. In this episode, Joe considers five different common maintenance scenarios, and he decides: fact or fiction.
Below is an excerpt from the podcast:
PS: We're going to try something a little different today. Anybody ever watched the show MythBusters? Engineers with a Hollywood flair test out myths—it’s a great one. I used to love it. Usually, they're building something incredible and testing it in real life. We're not going to go quite that far, but I want to do a version of this that focuses on reliability facts or myths. So this is going to be more of a rapid-fire format, as opposed to our open-ended question series. So Joe, are you ready?
JK: I am ready to go.
PS: Well, let me explain to the audience a little bit more about what we're going to do first. If you're looking for a reliability reality check, we're going to bust some maintenance myths today. So I have a series of five statements. I'm going to play our plant manager, or someone in maintenance leadership, and I’ll express some ideas or concepts that people might think about reliability and maintenance. Joe is going to tell us fact or fiction—and why. So here we go.
I know about the pitfalls of emergency work. You can't be proactive if you're always reactive, and we need to increase our PMs. So Joe—myth or reality: more planned maintenance always improves reliability?
JK: That's a clear myth. Let's take that to extremes. Let's say you're currently doing a rebuild on a gearbox once a year—hey, let's do it once a month. That's just extra work. You’ve got to look at what the equipment needs. So more is not necessarily better.
What this hit me with is managing the KPI of planned work. I had one plant that I went into where they called their unplanned work the planned work they were going to do next week. I mean, that was just great. They were trying to get the KPI higher by saying these five people are doing unplanned work—that’s what we're planning for them to do.
More Ask a Plant Manager episodes:
- How to spot fake reliability programs and insights on maintenance execution and culture
- Maintenance vs. operations—Improving communication through shop floor accountability
- Unleash your planner—Turning overwhelmed maintenance planners into strategic leaders
- From burnout to breakthrough—how manufacturing leaders can turn New Years’ goals into real reliability gains
- Year-end maintenance lessons and keeping crews engaged, safe, and production-ready during the holidays
- Why predictive maintenance fails without problem solving on the plant floor
- Leadership lessons for manufacturing—Why system problems, not workers, hold plants back
- Overcoming common blind spots in preventive maintenance programs
- Leadership insights on coaching, reliability culture, and overcoming maintenance challenges
- Reliability program not working? Here’s what might be wrong
- Boosting equipment reliability with smart maintenance scheduling strategies
Now, you may think that's extreme, but I'm telling you, I find something like that in every plant I go to. They'll make a PM and just inflate it to eight hours when it's really four hours, and then they're supposed to get emergency work done in between doing the planned work, and that fills up the eight-hour window.
So managing KPIs is really a common practice. I hate to say that it's a common practice, but, you know.
If we go on to increasing PMs—let's say they're precision, let's say they're at the right time—I was actually trying to push down my PMs. I was trying to do more condition monitoring because this rebuilding of a gearbox—why are you even doing that? Why can't you find that from vibration, or infrared, or oil sampling?
I wasn't really trying to manage PMs. I was trying to manage planned work, but not PMs.
So I'd also say you've got to have problem solving. If you get really good at doing PMs, you're going to be horribly disappointed with the impact you're going to have on the bottom line, because you're not doing problem solving.
PS: Okay, KPIs—I know we have an episode way back talking about how people fake their KPIs and some of the ways you can lie through the numbers. So just want to throw that one out there for everyone. But onto scenario number two.
So my client has done all the necessary PMs. We're not doing too much planned maintenance, we're not doing too little. So Joe—myth or reality: if the PMs are completed, the equipment will always be reliable?
JK: This has to be a myth. You never arrive at the perfect maintenance plan. You never arrive there. You're constantly, like I said, trying to replace PMs with predictive maintenance. You're trying to solve problems and not do more PMs.
You’ve got to have precision and problem solving inside of a program, and you must get production involved. So just doing more PMs and completing more PMs and being at the perfect spot—that's a false reality. You're never there. You never arrive at the top of the mountain and can sit in a lawn chair because everything's perfect—that’s not reality.
PS: That makes sense. We're never going to find perfection. Alright, scenario number three: my plant has finally graduated to the digital future. We've let go of our paperwork orders, and we’ve got a brand-new CMMS, or computerized maintenance management system.
Joe—myth or reality: a CMMS will automatically improve maintenance performance?
JK: Yeah, it's kind of a trick question here. I would say it's going to improve maintenance performance, so I would say true—but to what degree?
A digitized CMMS system is going to eliminate some waste in your plant. Just how you get work orders in, how you track those, how you close them out—you're going to be naturally better than with a manual system. So yes, this is true, but I'll put a small “t” on that.
The problem is, people think or it is sold to you as the end-all, be-all. You're going to be horribly disappointed with the overall impact. It does allow better problem solving as well. I think it's a start, and it's not necessarily—I hate to say this—this is not where I would start if I had a 100% reactive plant.
I would not start with a CMMS system. I would try to get some early wins around doing better lubrication, better motor management. What are my problems? Trying to get control of reactive work. And then this is how to get to another level—maybe a year or even two down the road.
So many people want to start with something they can buy, okay, instead of working on culture. Culture is always hard to work on, but culture is where all the results are. This is nice to have. It's true with a small “t.”
PS: And this is still just a tool. It may give you some initial efficiency, but long term it’s going to come down to how you use it and what is the culture behind it, as you said.
Okay, so last up—scenario number five. My plant is very focused on KPIs. Our executive team is almost solely focused on numbers, so we track everything. Joe—myth or reality: high wrench time equals high productivity?
JK: High wrench time equals high productivity—I would say no. I, again, am very cautious of KPIs. KPIs, I would say, would be a great thing for the viewers to audit. Do the KPIs you're tracking match your reality that you see on the shop floor?
I've had more bad experiences—maybe I'm too negative on KPIs. Maybe they're a little better today, but not in my experience, not in the 41 plants that I've been into.
When you mentioned wrench time specifically, I can't tell you—I wish I tracked this—but it's almost 100% of the 41 plants I've been into, they'll tell me that the wrench time is 40%, 45%, or 50%. And then I organize an audit of that, and I've never, never, never come out of a plant on day one with a higher wrench time than 15%. It has never happened.
So they think they're at 45–50%, and I happen to audit them over one or two days, and it's less than 15%. Now, they usually give excuses for that—this was an unusual day, you came on a bad day—but I always come on bad days. So a lot of times people don't know how to measure wrench time. They assume that this person was getting ready to work, or if they would have had that tool, that would have saved them an hour. And I say, this is what we know. What did you do today?
Wrench time is a scary one for me because almost universally, people have been wrong in their calculation and estimate of wrench time—100% of the time. So I'm very skeptical of that one.
PS: Yeah, or they're inflating those PMs to give them better numbers. Okay, and I'm sorry I skipped one there—we have five today, and I said that was number five, but we do have one more.
So our last scenario today: my plant is doing effective planned maintenance. We're tracking it appropriately in a CMMS. But no matter what, we still have a lot of emergency work. Joe—myth or reality: emergency work is unavoidable in manufacturing?
JK: Yeah, technically, this one is absolutely true. You're going to have it, and it's smart, actually, at times.
The analogy people like to use is the lights in your building—you really wait till they go out. If you have 10 lights in a room and one goes out, then that's run-to-failure. So that's when you replace it. That's an easy example that everybody understands.
But where it gets a little more complicated—this happened to me at our power plant—we had a pump. We had five pumps pulling out of the Ohio River here for cooling water, condensing water, and the pump went out after 30 years’ worth of use. Okay, is that acceptable? Yeah. Do you need to root-cause something that's happened once every 30 years? Probably not, especially if you have an inline spare.
We didn't need all five of these pumps to work, so that's an acceptable answer. We've got a great design here It's highly robust, and it fails every 30 years. That's a good strategy. That's the best practice, I think.
But don't take that as an excuse to have 90% emergency work. You must relentlessly pursue it. But if you've got a pump that fails every 30 years, you probably have lower-hanging fruit—something that happens once a month, once a week, twice a year. Go after those things.
It's relentlessly pursued, but acceptable in a lot of cases.
PS: Yeah, a 30-year life cycle is pretty good. If you've got your equipment lasting that long, you'll take that emergency for sure.
JK: Absolutely. But our reliability program—the rules we had—triggered that to do root cause analysis on it. Now, I had to stop it because it made no sense. That's where a reliability program can go wrong, when you try to create firm rules and you just didn't think of this scenario.
PS: Yeah, make sure you're using common sense too, as we all say.
Well, Joe, thanks for playing our new game. I think it was a success.
JK: It was fun doing the rapid-fire questions.
PS: Right, I was going to say—great job on your succinct answers. I know we like to go very deep sometimes, but we tackled a lot of really great topics today, so I think that was good.
About the Podcast
Great Question: A Manufacturing Podcast offers news and information for the people who make, store and move things and those who manage and maintain the facilities where that work gets done. Manufacturers from chemical producers to automakers to machine shops can listen for critical insights into the technologies, economic conditions and best practices that can influence how to best run facilities to reach operational excellence.
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About the Author
Joe Kuhn
CMRP
Joe Kuhn, CMRP, former plant manager, engineer, and global reliability consultant, is now president of Lean Driven Reliability LLC. He is the author of the book “Zero to Hero: How to Jumpstart Your Reliability Journey Given Today’s Business Challenges” and the creator of the Joe Kuhn YouTube Channel, which offers content on creating a reliability culture as well as financial independence to help you retire early. Contact Joe Kuhn at [email protected].

Anna Townshend
managing editor
Anna Townshend has been a journalist and editor for almost 20 years. She joined Control Design and Plant Services as managing editor in June 2020. Previously, for more than 10 years, she was the editor of Marina Dock Age and International Dredging Review. In addition to writing and editing thousands of articles in her career, she has been an active speaker on industry panels and presentations, as well as host for the Tool Belt and Control Intelligence podcasts. Email her at [email protected].



