Production Planning & Execution · Capability
Grade-Change Optimization
Penalty matrix models waste and downtime for every transition type (within-family, cross-family, colour change, full wash). The optimizer recommends the lowest-cost grade sequence for each schedule; predictions are tracked against actuals and the model self-refines.. Part of the Production module — purpose-built for paper manufacturing operations and integrated with the rest of the Papyrus platform.
Process Flow
How it works.
Key Features
What you get.
Every feature is purpose-built, fully integrated, and audit-ready. No bolt-ons or compromises.
Grade-change optimization with waste/downtime penalty matrix
Optimization recommendations: DRAFT → ACTIVE → IMPLEMENTED lifecycle
Grade-change sequence optimizer with actual vs predicted tracking
Penalty matrix models waste and downtime for every transition type (within-family, cross-family, colour change, full wash). The optimizer recommends the lowest-cost grade sequence for each schedule; predictions are tracked against actuals and the model self-refines.
Audit-logged across every state transition with user, timestamp, and delta
Multi-tenant aware — scoped per company and branch
In the Product
How it looks.
Status
Active
Last activity 2 min ago
Today
142
↑ 12% vs yesterday
SLA
98.7%
Within target
Recent Activity
Related in Production
More capabilities.
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See Grade-Change Optimization in your mill.
Book a demo focused on Production. We'll walk through grade-change optimization and the connected workflows.
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