Arch Systems builds the Arch Data Twin, the data layer of its Arch Platform for factory intelligence. The company describes it as a clean, contextual, real-time model of plant operations, assembled from machine and system data that arrives fragmented and inconsistent.
The Data Twin pulls signals from machines, MES, SCADA and QMS into a single operational model. Every signal is aligned by asset, product and time. For a quality engineer, that alignment matters because an inspection result from the QMS can sit next to the machine and process data from the same part and the same moment.
Arch Systems says the model works across lines, shifts and sites with consistent structure and performance. That claim targets a common multi-plant problem, where each line or facility names and stores its data differently.
Integration is a central pitch. According to Arch Systems, connecting the Data Twin involves no downtime and no replacement of existing infrastructure, only a connection to the systems a plant already runs. The company calls the product a "complete, scalable" infrastructure built for speed and security rather than a data model alone.
The structured data feeds what Arch Systems describes as high-confidence root cause analysis, alerting and guided actions with minimal human intervention. The company frames the Data Twin as the "backbone of intelligent action" across a factory, and its pitch is that a system has to see a plant the way an expert would before it can act like one.
