Representative implementations
Both write-ups below are Representative Implementations — composite examples based on common implementation patterns and engineering experience, illustrating a typical deployment architecture, workflow, and expected operational outcomes. Neither describes a specific named customer. Where a figure is a verified, previously published result rather than an illustrative one, it's called out explicitly in the text.
Real-Time Production Monitoring, OEE & Predictive Analytics
Replacing manual shift logbooks with connected production monitoring across pulp preparation, the paper machine, rewinder, slitter, and packaging — a composite implementation with two verified, published outcome metrics.
Assembly Line Automation, AI Quality Inspection & End-to-End Traceability
A representative implementation illustrating how manufacturers connect assembly stations, barcode systems, AI vision inspection, and ERP into one traceable record from component to shipment.