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MaintWiz: Innovating Industrial AI
128 practical guides

MaintWiz Blog: CMMS, TPM, Reliability, AI, IoT Integration and Safety Guides

The MaintWiz blog explains how plant maintenance and reliability teams run TPM and preventive maintenance, choose and roll out a CMMS, integrate IoT data, work safely and apply AI to cut downtime and cost. 128 practical guides across 14 topics, written by Jai Balachandran.

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Start hereCMMSDefinitive and Comprehensive Guide to Implement CMMS Software to Realize Maximum BenefitsPreventive MaintenancePreventive Maintenance 101: Maximize Equipment ReliabilityMaintenance StrategyPredictive Maintenance vs Preventive Maintenance: The Real Cost Analysis Leaders Miss in 2026

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The three guides most teams read first

Three guides that cover the decisions most teams face first.

CMMSDefinitive and Comprehensive Guide to Implement CMMS Software to Realize Maximum BenefitsA step-by-step guide to implementing CMMS software: planning, data collection, deliverables and the practices that help you realize its maximum benefits.Nov 29, 2024 · 14 min readRead the guidePreventive Maintenance 101: Maximize Equipment ReliabilityPreventive maintenance 101: what it is, the types of preventive maintenance, the key parts of a plan and how to run a successful program.Preventive Maintenance · 6 min readRead the guidePredictive Maintenance vs Preventive Maintenance: The Real Cost Analysis Leaders Miss in 2026Compare predictive and preventive maintenance across direct, indirect and strategic costs, including hidden over-maintenance costs and why predictive projects stall.Maintenance Strategy · 8 min readRead the guide

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CMMSChoose, implement and get value from a computerized maintenance management system.25 guides →Preventive MaintenancePlan, schedule and improve the PM programs that prevent breakdowns.10 guides →Predictive MaintenanceUse condition data and analytics to act before equipment fails.3 guides →Condition MonitoringVibration, inspection and sensor methods that give early warning.4 guides →ReliabilityRoot cause and failure analysis that stop repeat failures.12 guides →Shutdown MaintenancePlan and run shutdowns, turnarounds and outages, including NDT.1 guides →TPMTotal Productive Maintenance pillars, OEE and autonomous maintenance.1 guides →Maintenance KPIsThe metrics worth tracking, how to calculate them and how to act on them.5 guides →Spare Parts and InventoryKeep the right parts available without overstocking.3 guides →Safety and CompliancePermits, lockout/tagout, audits and the records regulators ask for.7 guides →IoT IntegrationConnect sensors, SCADA, PLC and MES data to your CMMS so readings trigger work.2 guides →Industry 4.0 and AIAI, IoT, digital twins and edge analytics applied to maintenance.9 guides →Asset ManagementAsset lifecycle, criticality, cost and where EAM scope begins.11 guides →Maintenance StrategyStrategy, planning, cost control and operational excellence.35 guides →

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Shutdown MaintenanceNon-Destructive Testing (NDT) During Plant Shutdowns: Methods, Planning and Best PracticesHow to choose NDT methods, plan inspections before a shutdown, control hold points and unexpected findings, and track the metrics that keep shutdowns on schedule.Oct 26, 2026 · 21 min readCondition MonitoringPlant Maintenance Inspection Methods and NDT: Identifying Equipment RisksPlant inspection methods plus non-destructive testing (NDT): how to rank assets by risk, choose a technique and turn inspection findings into work orders.Sep 22, 2026 · 20 min readCMMSWork Order Management: From Request to Closure, Done RightThe 12 steps of work order management from request to closure, the KPIs that matter, and how clean closure data turns completed jobs into reliability decisions.Sep 18, 2026 · 19 min readIndustry 4.0 and AIROI of AI in Maintenance: What CFOs and COOs Actually Want to SeeWhat a CFO and COO need in an AI maintenance business case: current loss, recoverable value, full cost, payback, plus a 4-to-6-week plan to prove it with real data.Sep 11, 2026 · 17 min readMaintenance StrategyThe Aging Workforce Problem:Why Manufacturers Are Losing Tribal Knowledge—and the Maintenance Workforce Skills GapHow aging maintenance teams take tribal knowledge with them, and how to find it, capture it and pass it on with skills matrices, work orders and a 4-to-6-week plan.Sep 9, 2026 · 16 min readMaintenance KPIsMaintenance KPI Dashboard: The 12 Metrics Worth Tracking (and 5 That Aren't)The 12 maintenance KPIs worth a place on your dashboard, 5 vanity metrics to drop, and a four-level layout that links each red indicator to a work order action.Sep 4, 2026 · 20 min readSafety and ComplianceManagement of Change (MOC) in Maintenance:A Practical FrameworkA practical management of change process for maintenance: what needs MOC, how to screen and approve it, and how to close changes in plans, work orders and parts.Sep 3, 2026 · 17 min readSpare Parts and InventorySpare Parts Management Software:How to Choose the Right OneTen capabilities to check when choosing spare parts management software, a way to evaluate options on real scenarios, and the KPIs that show it is working.Aug 31, 2026 · 17 min readIndustry 4.0 and AIIndustry 4.0 Maintenance vs Industry 5.0:What It Means for Maintenance TeamsHow Industry 4.0 maintenance differs from Industry 5.0, what human-centric, sustainable, resilient maintenance means for your team, and a 4-to-6-week plan to start.Aug 21, 2026 · 16 min read

Library

All guides by topic

Every guide, grouped by topic. Use the search box or the topic bar to narrow the list.

CMMS25 guides

Choose, implement and get value from a computerized maintenance management system.

Preventive Maintenance10 guides

Plan, schedule and improve the PM programs that prevent breakdowns.

Predictive Maintenance3 guides

Use condition data and analytics to act before equipment fails.

Condition Monitoring4 guides

Vibration, inspection and sensor methods that give early warning.

Reliability12 guides

Root cause and failure analysis that stop repeat failures.

Shutdown Maintenance1 guides

Plan and run shutdowns, turnarounds and outages, including NDT.

TPM1 guides

Total Productive Maintenance pillars, OEE and autonomous maintenance.

Maintenance KPIs5 guides

The metrics worth tracking, how to calculate them and how to act on them.

Spare Parts and Inventory3 guides

Keep the right parts available without overstocking.

Safety and Compliance7 guides

Permits, lockout/tagout, audits and the records regulators ask for.

IoT Integration2 guides

Connect sensors, SCADA, PLC and MES data to your CMMS so readings trigger work.

Industry 4.0 and AI9 guides

AI, IoT, digital twins and edge analytics applied to maintenance.

Asset Management11 guides

Asset lifecycle, criticality, cost and where EAM scope begins.

Maintenance Strategy35 guides

Strategy, planning, cost control and operational excellence.

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Answers

Common questions about maintenance management

What is a CMMS and what does it do?

A computerized maintenance management system (CMMS) is software that plans, assigns and records maintenance work: work orders, preventive maintenance schedules, asset history, spare parts and reports. It replaces spreadsheets and paper so teams see what is due, what failed and what it cost. What is a CMMS? →

What is the difference between preventive and predictive maintenance?

Preventive maintenance is done on a fixed schedule or usage interval, whether or not the equipment needs it. Predictive maintenance uses condition data, such as vibration or temperature, to act when a fault is developing. Most plants use both, ranked by asset criticality. Predictive vs preventive cost analysis →

How long does a CMMS roll-out take?

A guided MaintWiz roll-out takes 4 to 6 weeks. Customer success managers lead the onboarding, asset and task data come in through Excel uploads, and MaintWiz is SaaS, so there is no server or hardware to buy. CMMS implementation guide →

Which maintenance KPIs should a plant track?

Start with a few that drive decisions: planned maintenance percentage, PM compliance, backlog, mean time between failures, mean time to repair and unplanned downtime. Track them by asset criticality so the numbers point to the equipment that matters. 20 maintenance KPIs to track →

How does AI help maintenance teams?

AI reads condition and work order data to spot developing faults, rank work by risk and propose actions. In MaintWiz, AI proposes and people approve, so planners keep control while the system does the data work. How AI is changing maintenance decisions →

What is the difference between a CMMS and EAM?

A CMMS manages maintenance execution: work orders, PM and spares. Enterprise asset management (EAM) adds lifecycle, capital planning and multi-site governance. Many plants start with a CMMS and add EAM scope as needs grow. EAM vs CMMS explained →

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