The public Manufacturing Digital Twin presentation was replaced by Cutting Room Explorer: Evidence-led Manufacturing Intelligence for Fabric Cutting Operations. The existing project route was preserved while project metadata and tags were updated across the site.
The page was rebuilt as a software case study centered on what the product is, the working dashboard, evidence-driven investigation, and the implemented engineering pipeline. The official YouTube walkthrough became the focal point of the hero rather than a supporting link.
The architecture now follows the implemented path from XLSX records through processing and classification, FastAPI, React and ECharts, and finally record-level evidence. Stale Plotly references and unsupported utilization or performance language were replaced with the technologies and recorded-workload framing used by the product.
Removing the outdated RL-origin, future-research, and digital-twin-first sections brought the public story into line with the software that exists. Earlier development history remains available in Build Logs and Lab Notes, while the flagship page now functions as a focused product case study.