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MaintWiz: Innovating Industrial AI

TPM guide

TPM Digital Transformation: How IoT, Mobile and AI Support the Eight Pillars

Short answer

TPM digital transformation means adding digital tools to Total Productive Maintenance without changing its purpose: sensors and connected records for what machines can report, mobile tags and photos for what people find, and AI agents for what neither sees alone. MaintWiz, an AI CMMS built for TPM, carries each of these routines pillar by pillar.

MaintWiz loads the equipment list through easy Excel uploads, and its implementation team gives guided project management, so each pillar's module runs on your own records.

How MaintWiz helps: MaintWiz, an AI CMMS built for TPM, runs autonomous, planned and quality maintenance, early equipment management, training, office TPM and safety, with 5S, OEE, Kaizen and OPL included and a clickable dashboard for each pillar. Mobile capture, IoT-triggered work orders and live dashboards replace paper rounds and spreadsheets. See MaintWiz TPM modules · See all five free files

By MaintWiz product team · Published · Updated

What MaintWiz adds:A module for each pillarDashboards by pillarRoles set per customerLine and plant OEE roll-up

Key takeaways

  • Mobile capture, tag-to-work-order and IoT-triggered work orders put every pillar's routine on one equipment list.
  • MaintWiz AI agents watch your records and propose what needs attention; your people approve.
  • Training records, 5S audits and pillar dashboards keep leadership review on current figures.
  • MaintWiz, an AI CMMS built for TPM, carries each pillar's digital routine on one equipment list: mobile capture, tag-to-work-order, IoT-triggered work orders, ePTW, 5S, OEE, Kaizen and OPL, rolled out in 6 to 8 weeks.

TPM 4.0

What is TPM 4.0, and how is a digital transformation different from TPM software?

'TPM 4.0' is used for TPM combined with Industry 4.0 technologies such as sensors, connectivity and analytics, with people's involvement still central. The word 'digital' adds tools, not a different method. JIPM, the Japan Institute of Plant Maintenance, proposed TPM in 1971; digital TPM runs the same pillars on one system.

A transformation is the change programme around those tools: what to digitise first, what data must be right, who owns it and what stays manual. The software holds the routines and records that every pillar's digital tools depend on (Figure 1).

Layers of a digital TPM system

Most of the value comes from the first two layers being reliable

  • Capture

    Operator entries on a phone, machine counts and stop signals, sensor readings, audit scores

  • Records

    Asset register, tags, work orders, losses, training records

  • Analysis

    OEE roll-up, loss Pareto, tag ageing, PM compliance, audit trend

  • Action

    Tag assignment, work orders, improvement projects, alerts

  • Integration

    ERP and stores, MES and SCADA where they exist

MaintWiz logo, AI CMMS built for TPMmaintwiz.comAI CMMS built for TPMQR code: WhatsApp MaintWizWhatsApp us+91 93459 29168QR code: book a MaintWiz demoBook a demo
Figure 1. A digital TPM system has five layers: capture on phones and machines, records for assets, tags and work orders, analysis such as OEE roll-up and loss Pareto, action, and integration with ERP, MES and SCADA.

Where does TPM software sit in a digital transformation?

Software is the record layer that sensors, tags and dashboards depend on. MaintWiz delivers it as an AI CMMS built for TPM, with a module and dashboard for each pillar on one equipment list (TPM software) (Figure 3).

Conveyor drive schematic with four numbered sensor points feeding a gateway and MaintWiz condition monitoring to a work order
Figure 2. Four sensor points on a conveyor drive, bearing vibration at both ends, winding temperature and motor current, feed MaintWiz condition monitoring, and a reading past its limit raises a work order automatically.

From the floor to the pillar dashboards

IoT signals can create work orders automatically

  • Mobile capture
  • Terminals
  • IoT sensors
  • PLC, SCADA, MES

Events and rules

  • Tags and records
  • Work orders
  • Losses and audits

Dashboards by pillar

IoT signal creates the work order

  • SAP PM and MM via web services

  • Single sign-on

  • Excel template upload

MaintWiz logo, AI CMMS built for TPMmaintwiz.comAI CMMS built for TPMQR code: WhatsApp MaintWizWhatsApp us+91 93459 29168QR code: book a MaintWiz demoBook a demo
Figure 3. Mobile entries, terminals, IoT sensors and PLC, SCADA or MES signals pass through events and rules into tags, work orders, losses and audits, and every pillar reads its own dashboard; an IoT signal can raise a work order.

Downloads

Digital TPM guide, readiness workbook and software scorecard

  • Digital TPM guide: what a digital TPM system must do (white paper): page 1
    PDFDigital TPM guide: what a digital TPM system must do (white paper)

    What a CMMS must hold for each TPM pillar, and how MaintWiz rolls it out in 6 to 8 weeks

    Pages
    3
    Print
    A4
    Created
    5 November 2026
    Get the PDF
  • TPM software RFP template and vendor scorecard (42 weighted requirements): Dashboard sheet
    ExcelTPM software RFP template and vendor scorecard (42 weighted requirements)

    Weight 42 requirements, score up to five vendors, run a proof of concept on your own equipment list and read a ranked

    Sheets
    Dashboard, Inputs, Scorecard, Pilot scoring, Questions, Proof of concept, Read me
    Print
    A4
    Version
    v1.1, 4 November 2026
    Get the Excel file
  • TPM readiness self-assessment and pillar audit workbook: Dashboard sheet
    ExcelTPM readiness self-assessment and pillar audit workbook

    Score 27 questions across 12 dimensions, read a readiness index from 0 to 100 and your place on the 12 steps

    Sheets
    Dashboard, Inputs, Assessment, Scale, Pillar rubric, Pillar audit, Plant Head page, Read me
    Print
    A4
    Version
    v1.0, 2 November 2026
    Get the Excel file
  • Andon board and call log template (Excel): Dashboard sheet
    ExcelAndon board and call log template (Excel)

    Run an andon line-stop call light with escalation at 10 and 20 minutes, response and fix times

    Sheets
    Dashboard, Inputs, Reason codes, Calls, Board, Board (2 x A4), Results, Read me
    Print
    A4
    Version
    v1.1, 5 November 2026
    Get the Excel file
  • TPM pillar activity board: page 1
    PDFTPM pillar activity board

    Post one plant board and one pillar board with PQCDSM targets, the OEE trend, Gemba walk notes

    Pages
    7
    Print
    A3 landscape (2 x A4 version inside)
    Created
    5 November 2026
    Get the PDF

All 140 free TPM templates · Privacy policy

By pillar

Where does digital help each TPM pillar?

What digital adds by pillar, and where to start
PillarWhat digital addsWhere to startIn MaintWiz
Autonomous maintenanceTags and photos on a phone, owners and dates, closure trackingOne pilot area first: agree tag rules and owners, then give operators a phone tag quicker than paperAutonomous maintenance software and abnormality register
Planned maintenanceScheduling, work orders, history, compliance reporting; condition data where sensors existScheduling and compliance reporting first; add condition data on assets where an owner and a response are namedPreventive maintenance software, with IoT-triggered work orders
Focused improvementLoss data, project list, results trackingLoss data and the project list first; the team chooses and leads the fixKaizen software and OEE software
Quality maintenanceDefect and rejection records linked to equipmentAgree the defect codes, then link rejections to the equipmentQuality defect software
Education and trainingPlans, records, one point lesson libraryTraining plans and records first, then the one point lesson libraryTraining management software and one point lessons
Safety, health and environmentEasy capture of near misses and observationsNear-miss and observation capture on a phone, with a named owner for each reportNear miss and BBSO software and ePTW
Early equipment managementMP sheets in front of designers at design timePut MP sheets in front of designers at the start of each new equipment projectEarly equipment management software
Office TPMWorkflow and approval routingMap the loss first, then route the workflow and approvalsAn office TPM view with its own dashboard of tag records

Sensors, AI and dashboards add speed once a routine and an owner exist, so start where they do.

A data and system architecture for digital TPM

TPM digital transformation hub: MaintWiz TPM Central with goals against actuals and events
Figure 4. A digital programme keeps its goals, events and documents in one place: TPM Central in MaintWiz shows goals against actuals, the event calendar and the document repository for every pillar.
Layers of a digital TPM system
LayerWhat it doesExamples of what it holds
CaptureRecords what happensOperator entries on a phone, machine counts and stop signals, sensor readings, audit scores
RecordsStores it by equipment and timeAsset register, tags, work orders, losses, training records
AnalysisTurns records into viewsOEE roll-up, loss Pareto, tag ageing, PM compliance, audit trend
ActionRoutes work to an ownerTag assignment, work orders, improvement projects, alerts
IntegrationConnects to other systemsERP and stores, MES and SCADA where they exist

MaintWiz keeps capture and records on one equipment list, so every analysis reads the same records.

What do mobile tags add?

MaintWiz phone screens: raise a tag, saved tag to work order, 5S audit with score, quick work order with down time
Figure 5. Operators capture on a phone: an Efuda tag with colour and photo, the saved tag converted to a work order, a five-row 5S audit with its score, and a quick work order with down time.
Three phone steps that take a tag from the machine to a work order: raise the tag, review it, convert it
Figure 6. A tag moves from the machine to a work order in three phone steps: the operator raises it with colour and photo, the owner reviews it, and maintenance converts it into a planned job.

This is where most plants see the first practical value: operators record inspections and abnormalities at the equipment, the record is assigned to an owner with a target date and tracked to closure. See abnormality management software and autonomous maintenance software.

Digital TPM boards and activity boards

TPM pillar activity board A3 preview: policy, PQCDSM targets, OEE trend, Jishu Hozen step ladder and action list
Figure 7. A digital TPM activity board carries the same panels as the wall board: pillar policy, PQCDSM targets, the OEE trend, the Jishu Hozen step ladder and open actions, refreshed from the records instead of by hand. Free download: the A3 TPM activity board

A digital TPM board shows on a screen near the line what a physical board would: loss charts, open tags, audit scores, projects and training records, fed by the plant's records. The advantage is that figures are current and roll up across lines. Keep the board to what the team uses in its daily meeting (Figure 7).

IoT data

What can IoT data and condition monitoring do?

Sensors can give counts, running states, temperature, vibration and other conditions without waiting for a person to record them. That helps OEE capture and condition-based maintenance. In MaintWiz a reading past its limit raises a work order automatically, and operators add reason codes on mobile where a machine has no signal, so every stop has a cause and an owner.

Predictive maintenance and TPM

Predictive maintenance uses condition data to decide when to act. In TPM it supports the planned maintenance pillar for equipment where a condition measure signals failure early enough to act and the cost justifies it. It works alongside operator inspection: operators find the leaks, noises and loose parts that few plants instrument, and both land in the same MaintWiz work order list. Preventive maintenance by calendar, predictive maintenance by condition and operator care are used together.

What can AI do for TPM today?

MaintWiz is an AI CMMS built for TPM. MaintWiz AI agents run on your plant's own records (tags, work orders and losses) and generate a list of what needs to be watched. The agent proposes and your people approve, so every action keeps a named owner.

What to check in any AI feature, and how MaintWiz answers
What to check in any AI featureHow MaintWiz answers
What data does it use?Your own tags, work orders and loss records
What does it output, and who acts on it?A watch list; the named owner approves each action
How can we test it?Shown on your own records in the demo
What happens when it is wrong?Nothing changes until a person approves

MaintWiz AI agents run on your records and generate a list of what needs to be watched; the agent proposes and your people approve. Book a demo to see the agents on your own tags and work orders.

Prerequisites

Skills, change and data prerequisites for digital TPM

  • People: operators and technicians need time and training to use new tools; resistance to change is the common challenge.
  • Data: asset registers, failure and loss codes and ideal rates have to be right first; standardisation and scarce failure data are the usual gaps.
  • Process: agree who acts on each alert or tag, and by when.
  • Ownership: someone owns the master data and the definitions.
  • Security and access: decide who can see and change what; set roles with the system's administrator.

Security and access for digital TPM tools

Mobile and connected tools widen who can read and change plant records, so decide access before rollout and give each person a role with only the entitlements they need. MaintWiz sets menus, roles and entitlements per customer, supports enterprise single sign-on and exports data to XLS and PDF; SAP PM and MM connect through web services. Book a demo to walk through access for your plant.

What to set up first

  • MaintWiz puts leadership review, training and 5S to work with pillar dashboards, training records and 5S audits.
  • Agree loss and KPI definitions before connecting data (metric dictionary).
  • Start where the routine already exists: an area with working CIL standards and a tag habit.
  • Check the data first: an ideal cycle time that is wrong gives a wrong OEE however it is collected.

A readiness self-assessment shows where the basics are in place, and TPM software holds the records each digital layer reads.

Sequence

A practical sequence for digitising TPM

  • Agree tag rules, CIL standards and loss definitions.
  • Load the equipment list and masters into MaintWiz by Excel upload.
  • Put tags and work orders on mobile in the pilot areas.
  • Run PM schedules, OEE loss capture, 5S audits and training records on the same equipment list.
  • Review the pillar dashboards, extend across areas and connect IoT, MES or SAP where needed.

The MaintWiz implementation team gives guided project management at each stage.

Digital TPM maturity: a staged view

Digital TPM maturity in four steps

Each step names the MaintWiz feature that marks it

  1. 1
    Paper and Excel

    Equipment list loaded from Excel upload

  2. 2
    A digital register

    Tags and work orders in one register

  3. 3
    Mobile capture and pillar dashboards

    Phone capture and a dashboard for each pillar

  4. 4
    Connected signals and AI agents

    IoT readings raise work orders; AI agents propose, people approve

MaintWiz logo, AI CMMS built for TPMmaintwiz.comAI CMMS built for TPMQR code: WhatsApp MaintWizWhatsApp us+91 93459 29168QR code: book a MaintWiz demoBook a demo
Figure 8. Digital TPM matures in four steps: from paper and Excel, to one digital register, to mobile capture with pillar dashboards, to connected machine signals and AI agents that propose actions for people to approve.
A staged view of digital TPM
StageWhat is in placeNext step
PaperPaper tags, check sheets and boards; spreadsheet registerFix definitions; keep routines stable
Digitised recordsTags, checklists and work orders in a systemUse the data in weekly reviews
ConnectedMachine counts and stop signals feed loss recordsValidate against operator entries
AnalyticalTrends, rankings and alerts guide actionTest rules on history before acting on them
AssistedModels suggest causes or timing; people decideReview accuracy; keep owners accountable

MaintWiz covers every stage in one AI CMMS: tags first, OEE and IoT signals next.

Questions to ask

Questions to ask before any digital TPM purchase

Questions to ask before any digital TPM purchase, with the MaintWiz answer
Question to askMaintWiz answer
Which of our routines does it cover?All eight pillars, 5S, OEE, Kaizen and OPL on one equipment list
Can an operator raise a tag in a few taps?Yes: a tag with colour and photo on a phone
How are reason codes and ideal rates maintained?Configured with your team and loaded by Excel upload
What reports do we get?Pillar dashboards; data exports to XLS and PDF
What does the pilot need from IT?Public SaaS (on-premises on request), enterprise single sign-on, roles set per customer

Build the ROI and business case on your own baseline

The strongest ROI and business case for digital TPM uses your own baseline of lost time, overdue tags and audit effort, and savings your plant has validated. The business case workbook sets it out with your own figures. Four steps build the case from your plant's records:

  1. Baseline the overdue tags: count the tags open past their target date, by area and owner, from the abnormality register.
  2. Baseline the lost hours: take the lost-hours Pareto from the OEE downtime report for the pilot line over a fixed period.
  3. Baseline the audit effort: note the hours spent preparing audit and review reports by hand.
  4. Validate the savings: after the pilot, read the same three figures on the same definitions and let finance confirm what was saved.

Book a demo and we will run it on your tag and downtime data.

Choosing a system? Score MaintWiz with the TPM software buyer's guide and see pricing. MaintWiz connects to SAP PM and MM through web services: TPM software with SAP integration.

FAQ

Frequently asked questions

How does Industry 4.0 change TPM?

It makes capture and monitoring easier through sensors, mobile apps and analytics. MaintWiz puts definitions, owners and failure records on one equipment list, so each signal lands on a record with an owner.

How does AI help operator inspections?

Operators raise tags on a phone at the machine and keep the checks they see, hear and smell. MaintWiz AI agents read those tags with work orders and losses, list what needs to be watched, and the owner approves each action.

Where should a plant start with digital TPM?

Start with mobile tags in one pilot area, then loss capture for OEE and PM work orders on the same equipment list. Add sensors line by line; in MaintWiz an IoT signal raises a work order automatically.

Does digital TPM improve OEE?

Digital tools make capture and monitoring easier, which gives OEE better data. The OEE gain comes from the routines that act on that data: reason codes, owners and a weekly review.

What is condition monitoring in TPM?

Condition monitoring measures the state of equipment (for example vibration or temperature) to decide when to act. In TPM it supports planned maintenance, alongside the operator checks of autonomous maintenance.

What questions should I ask a vendor about AI features?

Ask what data it uses, what it proposes and who approves it, then see it work on your own records. MaintWiz AI agents use your tags, work orders and losses, and nothing changes until a person approves.

Do I need to digitise all eight pillars?

No. Start where follow-up is hardest on paper, usually tags and abnormalities, planned maintenance and OEE. Office TPM runs in its own MaintWiz view, with office tags and a dashboard, when you are ready.

What is TPM 4.0?

TPM 4.0 is shorthand for running Total Productive Maintenance with Industry 4.0 tools: sensors, connected records and analytics. The eight pillars, the routines and the role of operators stay as they were. Only the tools that capture and move information change.

What is a digital TPM board?

It is the activity board moved onto a screen beside the line. The team sees loss charts, open tags, audit scores, projects and training records, updated from the plant's records, so the daily meeting starts from current figures.

How does predictive maintenance fit into TPM?

Predictive maintenance uses condition data to time maintenance work and belongs to the planned maintenance pillar. It complements operator inspection and calendar-based preventive tasks rather than replacing them.

What are the challenges of digital TPM?

The usual challenges are data aggregation, standardisation, scarce failure data, skills shortages and resistance to change. Practical prerequisites are reliable asset records, agreed definitions, owners for each alert and time for training.

Sources

Sources

Run TPM on your own plant data

Book a demo and bring the checklist, sheet or spreadsheet you use today. We will show how the MaintWiz modules handle the same records.

Book a demo