Reconcile the material flow
Trace consumed paper through corrugating and converting into finished output and classified loss streams.
Trace paper through rolls, runs, batches, and converting jobs to understand where yield is lost.
A total waste percentage cannot show which loss occurred at the corrugator, which emerged in converting, or which material links are reliable. Connect the physical flow to measured losses and the evidence behind an investigation.
Trace consumed paper through corrugating and converting into finished output and classified loss streams.
Link rolls, use intervals, production runs, sheet batches, and converting jobs while retaining coverage gaps.
Compare supplier, grade, machine, and shift groups alongside moisture and other material measurements.
A complete material balance makes each stage visible: trim, startup waste, damaged rolls, and converting scrap. Compare the same material basis across the factory, then translate the losses into cost.
Connect a rejected order to its runs, sheet batches, rolls, and mill evidence.
Of 100 tonnes consumed, 4 tonnes of corrugator trim, 2 of startup waste, 1.5 of damaged rolls, and 5.5 of converting scrap leave 87 tonnes of finished output.
100 t in - 4 - 2 - 1.5 - 5.5 t = 87 t output
Roll -> run -> sheet batch -> converting job
Compare matched material and operating conditions
An agent can assemble the scoped material history and loss evidence, explain missing links, and compare relevant cohorts. A statistical association is not automatically a root cause.
The operations team validates the evidence before choosing a material or process intervention.
Capture the requirements and definitions in project context. Connect the relevant records. Use agents to develop the interfaces, calculations, tools, and workflows on managed infrastructure.
Explore the platformRoll identity, grade, use intervals, and quantities
Runs, sheet batches, converting jobs, and loss categories
Moisture, strength, basis weight, and sample context
Start from your own requirements, use research and design references where helpful, and choose how your team wants to build.