What this means in practice

  • Collect work orders with asset IDs, dates, descriptions and parts used.
  • Group similar failure descriptions per asset, even when the wording differs.
  • Highlight assets and failure types that recur within a set period.
  • Show the underlying work orders so a person can verify each pattern.
  • Track repeat failures after each fix to confirm it worked.

How Lid Vizion approaches it

We start with the business decision and operating context, define ownership and measurable milestones, then use configuration, integrations, automation, or custom software only where each earns its place.

See it as a workflow

  • Maintenance logs and repeat failures: Read work orders and maintenance notes across machines, group similar failures, and give the maintenance lead a weekly list of repeat problems to investigate.