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Manufacturing

Maintenance Troubleshooting Assistant

Find the fix from manuals and past work orders.

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What it does

Technicians describe a machine fault and get likely causes and step-by-step fixes drawn from equipment manuals, SOPs, and historical maintenance records.

How it works

  1. 1Manuals, SOPs, and historical work orders are indexed.
  2. 2A technician describes the fault by text or voice note.
  3. 3The agent suggests likely causes and a step-by-step checklist, citing the source.
  4. 4After the fix, it drafts the work-order notes for the technician to confirm.

Capabilities

  • Search manuals and past work orders in natural language
  • Suggest likely causes and checklists for a fault
  • Draft work-order notes after a fix
  • Cite the source document for every suggestion

Example scenarios

  • A press line shows an intermittent pressure drop and the agent lists past similar cases.
  • A new technician gets the lock-out/tag-out steps for a machine.
  • Work-order notes completed in seconds instead of minutes.

Connects with

  • CMMS / SAP PM
  • Document store

Data it works with

  • Equipment manuals
  • Maintenance history
  • SOPs

Expected outcomes

  • Shorter downtime
  • Tribal knowledge retained

Safeguards

  • Suggestions cite their source; safety-critical steps point to the approved SOP.
  • Does not control machines; it only advises.

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