How it works

Manufacturing data solutions in Microsoft Fabric and Copilot template for factory operations on Azure AI

Once Litmus Edge brings OT data from the edge into Microsoft Fabric, the data are transformed into a refined or Silver layer for use in the Manufacturing data solutions knowledge graph. The MKG leverages the ISA-95 data protocol, an international standard that enables the knowledge graph to represent factory data in an accurate, nuanced, and timely manner. These data in turn provide the foundation for the Copilot template to deliver valuable insight into factory operations.

The Copilot template provides domain-specific prompt templates, data grounding skills, and connectors; validation of outputs, via post-processing, to avoid incorrect information; and RAI guardrails to ensure only relevant, safe, responsible responses are given. Partners can extend these capabilities by creating their own prompt templates, skills, and connectors. In addition, they can use these capabilities to extend and enhance existing data and collaboration apps from both Microsoft and ISVs.

To learn more about MDS and Copilot template, visit the Microsoft Cloud for Manufacturing page on Microsoft Learn.