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AI training · Operations and administration

AI training for maintenance managers

AI does not repair a machine. It finds the procedure in a 400-page manual, cleans up your service reports, makes sense of the failure history, and prepares a task list or a shutdown schedule. The diagnosis, the lockout/tagout, and the decision stay yours.

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In brief

AI for maintenance managers, in brief

AI helps maintenance managers with tasks such as “Find a procedure in a machine’s manual,” “Dictate the service report,” and “Review a preventive maintenance task list.” Start with a single task, in Gemini Notebook: allow 15 minutes the first time, and always review the result before you use it.

  • 10concrete use cases
  • 6recommended tools, all free to start
  • 5 to 30 minper use case, the first time

The tasks where AI helps most

  • Troubleshooting and diagnosis
  • Preventive maintenance plan
  • Service reports in the CMMS
  • Spare parts and suppliers
  • Metrics: failures, availability, costs
  • Planned shutdowns and regulatory inspections
Use cases

10 concrete AI use cases for maintenance managers

For each task: how it goes today, then with the tool. And the time it takes the first time.

Gemini Notebook · One notebook per machine

Find a procedure in a machine’s manual

TodayThe machine shows a fault code at 3 am, and the answer is somewhere in a 400-page binder.

With Gemini NotebookThe meaning of the fault and the checks to make, each point linked to the page of the manual.

  • 15 min
  • every week

Wispr Flow · Dictation, in the CMMS field

Dictate the service report

TodayJobs come one after another, reports get typed at the end of the shift in three words, and the history is of no use to anyone.

With Wispr FlowA complete report in the CMMS, dictated in one minute, that the next colleague can use.

  • 5 min
  • every day

Claude · Attached files, in the conversation

Review a preventive maintenance task list

TodayThe manufacturer recommends one thing, the history says another, and the preventive task list has not been reviewed since installation.

With ClaudeA draft preventive task list in Excel, where each interval is tied to the manual or the history.

  • 30 min
  • as needed

Also

Julius · Excel or CSV file, in the conversation

Make sense of the failure history

The ranking of the machines that hurt the most, with their mean time between failures and their mean time to repair.

  • 20 min
  • every month

Claude · Excel file, in the conversation

Build the planned shutdown schedule

A day-by-day shutdown schedule in Excel, with the critical path and one tab per contractor.

  • 30 min
  • as needed

Perplexity

Find a replacement for a discontinued part

A short list of replacement parts, with the manufacturers’ data sheets to compare.

  • 15 min
  • as needed

Tally · “Create with AI”

Collect maintenance requests from production

A single form for the whole site, and a spreadsheet of requests to sort every morning.

  • 15 min
  • as needed

Claude · Attached files, in the conversation

Write the report on a major failure

A two-page report in Word, with the timeline, the causes, and the action plan.

  • 20 min
  • as needed

Perplexity · “Research”

Review your periodic inspections

A table of inspections by equipment, with the official texts to open and the questions to ask.

  • 15 min
  • as needed

Julius · Excel or CSV file, in the conversation

Spot dead stock and at-risk parts

The list of dead stock with its value, and the list of parts at risk of a stockout.

  • 20 min
  • as needed

All 10 use cases on this page are in Nova, each with its steps and its prompt.

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One use case, start to finish

Gemini Notebook for maintenance managers: find a procedure in a machine’s manual, step by step

  • 15 min
  • every week

What to check

It only knows what you uploaded: check that the manual matches your machine’s version. A scanned diagram can be misread. Before any work, the lockout/tagout procedure and the original manual are the authority.

Find a procedure in a machine’s manualGemini Notebook · One notebook per machine
  1. Open Gemini Notebook and create a notebook named after the machine or the line.
  2. In the “Sources” panel, click “Add” and upload the manufacturer’s manual, the diagrams, the fault code list, and your task lists.
  3. In the “Chat” panel, paste the prompt below.
  4. Click each number to read the original passage before you start work. The Gemini Notebook app on your phone opens the same notebook next to the machine.

The prompt to copy

Using only the documents in this notebook, help me with [the machine]: [the fault code or the symptom, for example “fault E-217 at startup”]. Give the meaning of the fault, the possible causes listed by the manufacturer, then the checks to make, in order. For each point, cite the document and the page, and copy the exact sentence. Recall the safety and lockout/tagout instructions the manual ties to this job. Write “not found in the documents” when the manual says nothing, without filling in on your own.

My path

What you’ll be able to do, one step after another

In Nova, “My path” starts from your level: one next step at a time.

  1. Talk to AI like a colleague

    The first moves, with free tools.

  2. Write faster, without mistakes

    In your jobDictate the service report

  3. Get answers from your documents

    In your jobFind a procedure in a machine’s manual

  4. Find an answer you can trust

    In your jobFind a replacement for a discontinued part

  5. Never retype anything again

    In your jobReview a preventive maintenance task list

For a team: everyone moves forward in their own job. You see the team’s progress, never one person’s activity.

The tools

AI tools for maintenance managers, and what they cost

Gemini Notebook

Free to start

One notebook per machine, with the manufacturer’s manual, the diagrams, and your task lists: it answers from those documents alone and shows the page, at your desk or next to the machine.

Recommended planFree: 100 notebooks, 50 sources per notebook, 50 questions per day.

Claude

Free to start

It cross-checks the manual and the history to prepare a preventive task list, builds the schedule for a planned shutdown in a real Excel file, and drafts a failure report.

Recommended planFree to try, with no confidential documents. At work: Team, $25 per user per month ($20 if billed yearly).

Wispr Flow

Free to start

You dictate the service report into the CMMS field: the text comes out clean, with your machine names learned in its dictionary.

Recommended planFree, $0: 2,000 words per week on desktop, 1,000 on phone. Then Pro, $15 per user per month ($12 if billed yearly).

Julius

Free to start

You upload the export of work orders or of the storeroom and ask your question in plain English: it ranks the machines, calculates, and draws the chart.

Recommended planFree, $0: 25 credits per day. To export charts and reports: Plus, $20 per month, or $16 per month billed yearly.

Perplexity

Free to start

For the replacement of a discontinued part or a regulatory inspection: it searches the web and gives the manufacturer’s data sheet or the official page.

Recommended planFree to start: 3 “Pro” searches per day, 1 “Research” report per month. Pro, $20 per month (€22 on the French App Store).

Tally

Free to start

A single form for all maintenance requests, filled in at the workstation from a phone, photo attached. They land in a spreadsheet to sort every morning.

Recommended planFree, $0

Prices taken from the vendors’ official pages, dated on each tool page. These subscriptions are not included in Nova. Brands are named to identify the tools. No affiliation.

Ground rules

The rules to follow with AI in this job

Always do this

  • Safety first: lockout/tagout, authorizations, hot work permits, and contractor safety plans follow your procedures. No assistant’s answer authorizes a job.
  • The manufacturer’s manual, in your machine’s version, comes before any answer. A setting, a tightening torque, or a part number is checked at the source.
  • Regulatory inspections are read in the official texts and confirmed with the inspection body.
  • Diagrams, PLC programs, and installation drawings are confidential, and sometimes belong to the manufacturer: company workspace only.

Never hand this to AI

  • Bypassing a safety device, or changing a PLC program or a protection setting, on an assistant’s suggestion.
  • Installing an “equivalent” part on a safety component without the manufacturer’s approval.
  • Letting a tool decide to stretch or drop a preventive task.
Questions

Frequently asked questions about AI for maintenance managers

Which AI tools should maintenance managers use?

Nova recommends 6 to start with: Gemini Notebook, Claude, Wispr Flow, Julius, Perplexity, and Tally. All of them can be used for free to get started.

How does Gemini Notebook help maintenance managers?

One notebook per machine, with the manufacturer’s manual, the diagrams, and your task lists: it answers from those documents alone and shows the page, at your desk or next to the machine. The plan to choose: Free: 100 notebooks, 50 sources per notebook, 50 questions per day.

Where should maintenance managers start with AI?

With “Find a procedure in a machine’s manual,” in Gemini Notebook (One notebook per machine). Allow 15 minutes the first time. The meaning of the fault and the checks to make, each point linked to the page of the manual.

Is this an accredited course that leads to a certificate?

No. Nova is software, not an accredited training provider: it issues no diploma or certification. It costs €19 per month for one person, and €129 per month for a team of up to ten people.

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