Discover insightful articles and expert tips across a range of topics

Repeat Equipment Failures: How to Find What the First Fix Missed

The same bearing goes for the third time this year. A failure that keeps coming back is telling you the first answer was incomplete, and it usually fails in one of four ways.

Root Cause Analysis: A Short Method for When There Is No Time for the Long One

Formal root cause analysis needs a room, a facilitator and half a day. Most failures never clear that bar, so they get fixed, closed and repeated. Here is a twenty minute version.

Shutdown and Turnaround Planning: What to Do Twelve Months Out

Turnarounds rarely fail during the turnaround. They fail months earlier, in a meeting where somebody said we will sort that out nearer the time.

Maintenance Backlog Management: How to Read Yours and What to Do About It

Four hundred open jobs could mean a healthy plant or one that has given up closing anything. The size tells you little. Sort by age and the picture changes completely.

Weekly Maintenance Scheduling Meeting: How to Run One That Is Worth the Time

This meeting exists to commit to a week and agree what gets dropped. Four questions get you there in thirty minutes. Everything else in the room is a different meeting wearing this one's clothes.

Maintenance Job Plans: How to Write One a Technician Will Be Glad to Get

Ask your crew what they do with your job plans. If they glance at the parts list and work out the rest themselves, the plans are written for the file rather than the person doing the job.

Maintenance Planning vs Scheduling: What Each Role Actually Does

Planning answers what and how. Scheduling answers when and who. When one person does both under pressure, scheduling always wins and the planning quietly disappears.

Maintenance Planner Productivity: What Fills the Week and How to Win Time Back

Six in ten maintenance leaders say their planners spend less than a third of their time planning. The rest goes somewhere specific, and most of it is fixable.

Reliability Programme Rollout: Why the First Six Months Feel Slower

Six months in, the team is working harder and the numbers look worse. Both are usually true, and neither means the programme is failing. Here is what is happening underneath.

Multi-Site Maintenance Standardisation: How to Do It Without Losing Local Knowledge

When five sites do the same job differently, some of that is drift and some of it is knowledge. From head office they look identical. Here is how to tell them apart before you standardise.

Operations and Maintenance: How to Agree a Shutdown Window Without a Fight

The shutdown argument is not really about the machine. It is about two teams being measured over different lengths of time. Here is how to give both of them something they can read.

Maintenance Improvement Programmes: How to Keep One Alive Past Month Four

Most improvement programmes do not fail. They go quiet around month four, when the effort is real and the results are not visible yet. Here is how to get a team across that gap.

Reactive Maintenance: How to Break the Firefighting Cycle One Week at a Time

Nine out of ten teams know what drives reliability. About one in four can consistently do it. Here is how to protect your first few hours of planned work when the week is already full.

Challenges in Industrial Maintenance

Ask a maintenance manager what stops the plant running well and you will rarely hear about machinery. You will hear about the missing part, the knowledge that retired, the meeting where the line was never released.

AI in Your Pocket: 10 Game-Changing Tools Every Maintenance Pro Should Know About

The manual is 400 pages. The person who knew the answer retired in March. Ten tools that put useful help in your pocket, and the one rule that keeps you out of trouble.

The Tribal Knowledge Crisis: Why 65% of Maintenance Teams Will Lose Critical Expertise by 2026

One person listens to a machine and knows what is wrong. Nobody knows how he knows. Then he retires, and six months later the same faults take three days instead of three hours.

Maintenance Improvement Programmes: How to Keep One Alive Past Month Four

Most improvement efforts do not fail at the start. They fade around the fourth month, when the launch energy has gone and the new way of working has not yet become habit. Here is what happens in that stretch, and the practical things that carry a programme across it.

How to Talk to AI: A Maintenance Professional's Guide to Prompt Engineering

Ask why a pump is vibrating and you get nine causes and no help. The fix is not a trick. It is telling the tool what you would tell a technician who has never seen your plant.

Industry 4.0 Training Lifts Maintenance at Canadian Mining Company

Industry 4.0 training strengthened maintenance practices and asset management skills at a Canadian mining company, improving communication between technical teams and leadership for safer, more efficient operations.

How AI Will Transform Maintenance and Reliability Jobs by 2031: A Complete Guide for Industry Leaders

Very few maintenance jobs disappear. Most shift from producing work to checking it. A role by role look at what changes for technicians, planners, schedulers, engineers and managers, and what decides whether it works.

Elevating Technical Expertise in an Automotive Manufacturer

A targeted training program boosted technician skills in maintenance and safety, improving uptime, morale, and operational efficiency. The approach led to better safety compliance, reduced turnover, and more reliable production.

Targeted Training Strengthens Safety at Uranium Producer

Targeted maintenance training at a uranium producer improved resource control and safety discipline, enabling smoother Industry 4.0 technology adoption and clearer operational planning.

Wrench time: how much of the paid day actually reaches the tools

Follow a skilled technician through a normal shift. She clocks in, waits for her assignment, walks to the storeroom, finds the part was never staged, walks back for a permit, waits for the equipment to be locked out, and finally picks up a tool we...

Work order cycle time: how long a job really takes, from request to closed

A work order is raised on a Monday in July for a minor gearbox inspection. It sits in the planner's queue, then waits for a part, then waits for a scheduled slot, and finally gets done in December.

Repeat Equipment Failures: How to Find What the First Fix Missed

The same bearing goes for the third time this year. A failure that keeps coming back is telling you the first answer was incomplete, and it usually fails in one of four ways.

Root Cause Analysis: A Short Method for When There Is No Time for the Long One

Formal root cause analysis needs a room, a facilitator and half a day. Most failures never clear that bar, so they get fixed, closed and repeated. Here is a twenty minute version.

Shutdown and Turnaround Planning: What to Do Twelve Months Out

Turnarounds rarely fail during the turnaround. They fail months earlier, in a meeting where somebody said we will sort that out nearer the time.

Maintenance Backlog Management: How to Read Yours and What to Do About It

Four hundred open jobs could mean a healthy plant or one that has given up closing anything. The size tells you little. Sort by age and the picture changes completely.

Weekly Maintenance Scheduling Meeting: How to Run One That Is Worth the Time

This meeting exists to commit to a week and agree what gets dropped. Four questions get you there in thirty minutes. Everything else in the room is a different meeting wearing this one's clothes.

Maintenance Job Plans: How to Write One a Technician Will Be Glad to Get

Ask your crew what they do with your job plans. If they glance at the parts list and work out the rest themselves, the plans are written for the file rather than the person doing the job.

Maintenance Planning vs Scheduling: What Each Role Actually Does

Planning answers what and how. Scheduling answers when and who. When one person does both under pressure, scheduling always wins and the planning quietly disappears.

Maintenance Planner Productivity: What Fills the Week and How to Win Time Back

Six in ten maintenance leaders say their planners spend less than a third of their time planning. The rest goes somewhere specific, and most of it is fixable.

Reliability Programme Rollout: Why the First Six Months Feel Slower

Six months in, the team is working harder and the numbers look worse. Both are usually true, and neither means the programme is failing. Here is what is happening underneath.

Multi-Site Maintenance Standardisation: How to Do It Without Losing Local Knowledge

When five sites do the same job differently, some of that is drift and some of it is knowledge. From head office they look identical. Here is how to tell them apart before you standardise.

Operations and Maintenance: How to Agree a Shutdown Window Without a Fight

The shutdown argument is not really about the machine. It is about two teams being measured over different lengths of time. Here is how to give both of them something they can read.

Maintenance Improvement Programmes: How to Keep One Alive Past Month Four

Most improvement programmes do not fail. They go quiet around month four, when the effort is real and the results are not visible yet. Here is how to get a team across that gap.

Actual cost to planning estimate: the report card on your planning's accuracy

The planner walks the job, counts the pipe sections, checks the rental catalogue, and logs a cost estimate of $3,170. The work order is approved, the job gets done, and when the final invoice lands it comes to $3,690.

Actual hours to planning estimate: whether your schedule is built on solid ground

The planner estimates twenty-eight labour hours for a carbon-steel pipe replacement: sixteen for the welder, twelve for the mechanic. The supervisor builds the week around that number, slots the job in, and lines up the trades.

Asset value per maintenance worker: how much plant each technician keeps alive

Two plants in the same industry, making more or less the same thing. One runs lean: every tradesperson has a full day's work, and the planning board is run like a railway timetable. The other carries a crew that simply feels right, the headcount i...

Availability, demystified

Availability sounds like the simplest word in the plant: was the asset available or not? Then you go looking for a definition and find half a dozen, each with its own formula, and the simple word suddenly feels slippery. The good news is that the ...

Availability: when you needed the asset, was it actually there?

The shift handover report says the line went down twice this week. One was a planned service that took an hour. The other was a coupling that let go without warning and pulled the machine out for most of a morning. Standing at the door, both look ...

Condition-based maintenance cost: what it costs to listen to your equipment

A vibration analyst walks the floor with a data collector, touching sensor points on pumps and motors. An oil sampler draws fluid from gearboxes on a set route. A thermographer sweeps a camera across the switchgear. Not one of them repairs a thing...

Condition-based maintenance hours: the team's time spent catching failures early

Two technicians spend Tuesday morning running thermal imaging routes across the switchgear and motor control centres. Another takes vibration readings on the critical pumps while a fourth draws oil samples from the big gearboxes. Not one of them t...

Continuous improvement hours: time spent making things better, not just keeping them running

A reliability engineer spends three hours a week reviewing failure data and looking for patterns. A supervisor joins a two-hour fishbone session after a safety incident. A planner gives a morning to a lean project on planning accuracy. None of tho...

Contractor cost: how much of the budget walks out the door to outside firms

The budget review arrives and the maintenance manager is asked why the cost line is so high. There are several possible answers, but nobody can say at a glance how much was internal labour, how much was materials, and how much went straight out th...

Contractor hours: how much of the work your own team actually delivered

A maintenance manager reviews the monthly report and sees that contractor spend is up. She also knows a turnaround ran that month and three specialist contractors were on site for two weeks. But she cannot tell whether the increase reflects that s...

Corrective maintenance cost: the share of your budget spent reacting instead of preventing

A maintenance manager pulls the monthly report: labour, parts, contractors, the lot. What she cannot see at a glance is how much of it was planned, proactive work, and how much was the crew scrambling to drag broken equipment back to life. The tot...

Corrective maintenance hours: the share of your team's time spent firefighting

The crew finishes Friday tired. Ask the supervisor how the week went and the answer is "flat out". Ask what share of all that effort was planned work versus fire-fighting, and he pauses. He knows it leaned reactive, he just cannot put a number on ...

Craft worker on shift ratio: a quiet gauge of how reliable your plant really is

Some maintenance workers follow the day shift and fill a structured schedule of planned work. Others are permanently rostered onto rotating shifts, their whole role built around being there when something breaks in the night or over a weekend.

Craft worker to planner ratio: is your planning function resourced or just overwhelmed?

The job gets called, the crew shows up, and then the waiting starts. The parts are not kitted. The permit is not ready. Nobody confirmed the scaffold. An hour of productive time evaporates before a single spanner turns.

Craft worker to supervisor ratio: can your supervisors actually lead, or are they just outnumbered?

One supervisor, thirty-two craft workers. On paper the department is fully staffed. In practice, that supervisor spends the whole shift firefighting, never finds a minute to check quality, and has nothing left over for coaching or a safety walk.

Direct to indirect maintenance personnel ratio: craft-heavy or top-heavy?

Every maintenance function needs two kinds of people: those doing the work and those enabling it. Too few enablers, and the craftspeople burn their day hunting parts, waiting on permits, and working from memory instead of a plan. Too many, and ove...

Idle time: the capacity you have already paid for but are not using

The compressor is in perfect working order. It passed its last inspection, the technician gave it a clean bill of health, and it could start this instant. Yet it has been sitting silent since Tuesday, because the process it feeds was shut down for...

Inactive stock: the dead weight on your storeroom shelves

Deep in the storeroom, behind the fast-moving shelves, sit rows of parts that have not moved since anyone can remember. Some were ordered for a machine that was replaced years ago. Others were bought in bulk and never fully used. They take up spac...

Indirect maintenance personnel cost: what you spend on support versus hands-on work

A plant manager works down the maintenance budget line by line. The labour figure is large, but how much of it is craft workers turning spanners, and how much is supervisors, planners, analysts and clerks? The two groups behave quite differently, ...

Internal maintenance employee cost: how much of the budget is your own people

A contractor-heavy maintenance strategy can look cost-effective on the surface, until someone adds up all the internal salaries, benefits and overheads running alongside it. A heavily insourced operation can look expensive, until you work out what...

Leading and lagging indicators: the scoreboard versus the steering wheel

The scoreboard at the end of a match tells you who won. It is honest, final and completely unchangeable. The steering wheel, by contrast, is what the driver uses during the race to influence where things end up. A plant needs both kinds of informa...

Maintenance cost per unit produced: the number that ends the budget argument

The spreadsheet is already up on the screen when you walk in, and Finance has colour-coded it. One cell is red, and it is yours: maintenance spend, up again on last year. The director taps it once and lets the silence do the talking.

Maintenance material cost: the balance between spending on parts and spending on people

A maintenance manager reviews the annual budget. Labour, contractors, service contracts and materials are all in the mix. She knows roughly what she spent, but not whether the balance between those categories is healthy or a quiet warning.

Maintenance shutdown cost: the turnaround bill, turned into a number you can budget

Once a year the plant goes quiet. The operators stand down, the contractors stream through the gate, and for two weeks the maintenance team works through a list that has been building since the last outage: vessels opened and entered, heat exchang...

Industry 4.0 Training Lifts Maintenance at Canadian Mining Company

Industry 4.0 training strengthened maintenance practices and asset management skills at a Canadian mining company, improving communication between technical teams and leadership for safer, more efficient operations.

Elevating Technical Expertise in an Automotive Manufacturer

A targeted training program boosted technician skills in maintenance and safety, improving uptime, morale, and operational efficiency. The approach led to better safety compliance, reduced turnover, and more reliable production.

Targeted Training Strengthens Safety at Uranium Producer

Targeted maintenance training at a uranium producer improved resource control and safety discipline, enabling smoother Industry 4.0 technology adoption and clearer operational planning.