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Use case · Plant & maintenance managers

Fix the asset in a planned window — before it fails mid-shift.

ManufactINS watches vibration, load and temperature on tracked assets, estimates remaining useful life, and raises the work order before the breakdown.

The operating challenge

Unplanned failures stop the line at the worst time and cost far more than a planned repair.

How the product fits

Stream machine signals, score remaining life per asset, and act inside the next maintenance window.

How the workflow runs

  1. 1

    Connect the historian/SCADA and the CMMS

  2. 2

    Score remaining useful life per asset

  3. 3

    Alert when life drops below the parts-lead-time threshold

  4. 4

    Raise a work order to a named owner for the planned stop

Operational outcomes

  • Fewer unplanned stoppages
  • Lower maintenance and overtime cost
  • Higher OEE

Information and systems used

  • Historian / SCADA
  • CMMS work orders
  • Asset register

Enterprise controls built in

The use case inherits the same deployment, permission and audit model as the product.

  • Only reversible steps run on their own, inside limits you set; anything contractual, financial, safety-critical or touching the product waits for a named person.
  • Every recommendation shows its evidence and its owner.
  • Cloud, on-premises or hybrid, with residency and processing documented in a data-flow diagram for your review.

See this use case on your own process and data.

We will scope the workflow, sources, controls and success measure before proposing a pilot.

Book a 30-minute tailored demo