← All industries

Industries · Industrial manufacturing

Industrial manufacturing.

Prioritize order, inventory and supplier exceptions. Supply planners approve responses; production teams control equipment and operational changes.

Typically owned by: Supply planner

Delivered forEmerson Electric

Where this gets stuck today

  • Fragmented MES/ERP from M&A. Every acquired plant brought its own systems; no unified production data exists today.
  • Maintenance exception handling. Correlating sensor data with maintenance history before a technician can act.
  • Aging on-prem plant systems. Real pressure to modernize without a plan for what breaks along the way.

Where a governed agent helps

  • Analyst correlates sensor telemetry with maintenance history and proposes a bounded work order.
  • A technician approves before it’s scheduled. For migrations: Analyst proposes a cloud architecture from requirements and internal standards; an engineer reviews before anything is provisioned.