AI-Powered Impact Analysis for Smart Manufacturing
Live presentation at FoMI 2026 by Tobias Lante. An AI agent answers: “What happens if machine SGM-004 goes down right now?” — using real factory data, Knowledge Graphs, and multi-agent discussion in under 10 seconds.
What you see
1. A natural language question about a machine failure
2. AI queries 5+ data sources via MCP tools (ERP, BDE, OEE, QMS, UNS)
Protocol: MCP (Model Context Protocol) for tool calling
OPC-UA: 35 machine servers, event-driven from DB
Infrastructure: Kubernetes, fully on-premise
About FoMI
FoMI (Forum for Manufacturing Intelligence) is an international platform for industrial AI, organized by DigitalFlowz. The 2026 edition: no slides, live demos only. This session demonstrated CESMII i3X principles (Interoperability, Integration, Intelligence) with open-source tools and local LLMs.