Industry decisions

Decision intelligence for Manufacturing

Plan production, jobs, capacity, and delivery commitments across constrained operations.

Operational signals

  • shared machines are overbooked
  • rush orders change the plan
  • due dates compete for the same capacity

Example

Sequence orders through shared workshops while showing the delivery effect of each constraint.

Decision patterns to explore

Production Planning

Manual production plans break when multiple orders share machines, jobs need to move through workshops in sequence, and due dates compete for the same capacity.

Job Shop Scheduling

Job-shop scheduling gets difficult when each job has ordered operations, each operation needs a specific machine, and machines can process only one operation at a time.

Demand Forecasting

Forecasts are useful only when they flow into staffing, production, inventory, or capacity decisions. Many teams forecast in one sheet and plan manually in another.

Resource Allocation

Teams often allocate resources by first-come-first-served rules even when capacity, priority, value, and hard constraints point to a better plan.