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Manufacturing & industrial

Manufacturing and industrial systems: downtime, maintenance and quality questions

Plant and maintenance teams work from historians, MES, PLM and asset management systems that each hold one part of the picture.

These connectors will read work orders, asset records, production and quality data under each person's site access.

Manufacturing & industrial connectors

  • AVEVA PI System integration for operations teams: ask about PI tags, Asset Framework attributes, downtime event frames and process trends in plain language.

    Status: Available
  • IBM Maximo reporting in plain language: work order backlog, PM compliance, mean time between failures, labour hours and spare parts by site.

    Status: Available
  • PTC Windchill reporting for engineering: open change notices, parts by lifecycle state, BOM where-used and release cycle time, asked in plain language.

    Status: Available
  • ServiceChannel reporting for facilities teams: work orders by trade and location, provider on-time arrival, recalls, NTE overages and invoice spend.

    Status: Available
  • Siemens Opcenter integration for plant teams: ask about work order progress, first-pass yield, scrap by operation, nonconformances and lot genealogy.

    Status: Available
  • Siemens Teamcenter reporting in plain language: item revisions by release status, BOM where-used, open change notices and workflow task delays.

    Status: Available

Questions that cross these systems

  • Which assets had the most unplanned downtime this quarter?
  • How many preventive work orders are overdue, by site?
  • What was first-pass yield by line last week?

Questions and answers

Will it read high-frequency sensor data?
Historian connectors will read summarized values and events at the interval a question needs, rather than every raw sample.

Need a system from this list?

Tell us which system and which questions, and we will scope a pilot on your own data.