Mai CMMS

Reliability Insights

Practical, field-tested advice for maintenance leaders who want more from their CMMS.

Cover image for What Real-Time Visibility Actually Looks Like on the Floor
Asset Management 2 min readOctober 25, 2026

What Real-Time Visibility Actually Looks Like on the Floor

Real-time visibility means the current state of work and assets is obvious to the people on the floor without a phone call, a radio check, or a sit-down meeting. The difference is not more data. It is presenting the right data in a form that can be read in seconds.

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Cover image for How to Get Technicians to Actually Use the CMMS
CMMS Adoption 3 min readOctober 25, 2026

How to Get Technicians to Actually Use the CMMS

Most CMMS implementations don’t fail because technicians dislike technology. They fail because the system makes their job harder in the moment.

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Cover image for 5 Work Order Habits That Instantly Improve Your CMMS Data
Work Order Best Practices 3 min readOctober 24, 2026

5 Work Order Habits That Instantly Improve Your CMMS Data

Most CMMS systems don’t fail because of the software. They fail because the work orders going into them contain too little useful information. A few disciplined habits on every work order can dramatically raise data quality in a short time.

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Cover image for Stop Treating Your CMMS Like a Work Order Filing Cabinet
Work Order Best Practices 5 min readOctober 24, 2026

Stop Treating Your CMMS Like a Work Order Filing Cabinet

Most plants have a CMMS. Far fewer actually use it as an operational tool. A handful of consistent habits can transform the same system into a source of real visibility and better decisions.

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Cover image for The Hidden Cost of Incomplete Work Orders
Work Order Best Practices 2 min readSeptember 25, 2026

The Hidden Cost of Incomplete Work Orders

Incomplete close-outs do not just create messy data. They quietly degrade planning, inventory, and RCM analysis for months or years.

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Cover image for 3 Questions Every Maintenance Manager Should Ask Their CMMS Data This Month
Reliability Metrics 2 min readSeptember 18, 2026

3 Questions Every Maintenance Manager Should Ask Their CMMS Data This Month

Most maintenance managers look at total breakdowns, backlog size, or MTTR. Three simpler questions, answered directly from CMMS work-order history, reveal whether the system is producing usable information and where the next improvements should focus.

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Cover image for AI Knowledge Bases and Why Your Tribal Knowledge Is Still Walking Out the Door
Asset Knowledge Management 2 min readSeptember 11, 2026

AI Knowledge Bases and Why Your Tribal Knowledge Is Still Walking Out the Door

Every plant has technicians who can diagnose a troublesome asset in minutes because they have seen the failure before. Modern CMMS platforms with AI-assisted knowledge bases change the economics of capture and retrieval.

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Cover image for The Weekly Reliability Huddle That Uses Your CMMS Instead of Spreadsheets
Reliability Meetings 3 min readSeptember 4, 2026

The Weekly Reliability Huddle That Uses Your CMMS Instead of Spreadsheets

A shorter, more effective huddle uses the CMMS as the single source of truth. The meeting stays under 25 minutes and produces follow-up that is visible in the system.

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Cover image for When to Stop Doing That PM
Preventive Maintenance 2 min readAugust 28, 2026

When to Stop Doing That PM

Most plants add preventive maintenance tasks more easily than they remove them. Reviewing existing PMs is one of the fastest ways to recover capacity.

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Cover image for The Pareto of Failures Most Plants Ignore
Reliability Metrics 2 min readAugust 21, 2026

The Pareto of Failures Most Plants Ignore

Most plants already have the data they need to focus their reliability efforts. The missing step is simple: turn the history into a Pareto and act only on the vital few.

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Cover image for From Reactive Firefighting to Leading Indicators: What to Track Instead of Just MTTR
Reliability Metrics 2 min readAugust 14, 2026

From Reactive Firefighting to Leading Indicators: What to Track Instead of Just MTTR

Most maintenance teams track mean time to repair and the number of breakdowns. Leading indicators give earlier warning and show whether the work being done today is likely to reduce failures tomorrow.

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Cover image for RCM Isn’t a Project—It’s How You Prioritize Work Every Week
Preventive Maintenance 2 min readAugust 7, 2026

RCM Isn’t a Project—It’s How You Prioritize Work Every Week

RCM does not have to be a large, one-time project. Applied consistently, it becomes the way planners, supervisors, and reliability people prioritize work every week rather than a special study that happens once.

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Cover image for The 10-Minute Daily CMMS Audit That Prevents Data Rot
Work Order Best Practices 3 min readJuly 31, 2026

The 10-Minute Daily CMMS Audit That Prevents Data Rot

A CMMS does not stay useful on its own. Ten minutes of focused review each day keeps the database clean and reinforces the habits that make the CMMS worth using.

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