May 16, 2025

Powering Industrial AI and Digital Twins With Knowledge Graphs

Learn how João Dias-Ferreira and his team are using Knowledge Graphs and IIoT to power Industrial AI and Digital Twin use cases at SCANIA.

In this episode of the AI in Manufacturing podcast, I spoke with João, Head of AI, Knowledge Graphs, and IoT at Scania about their data management strategy for enabling AI and Digital Twin applications for data-driven manufacturing.

Here’s the outline of our conversation:

🔹Challenges in Managing Industrial Data for Data‑Driven Manufacturing

🔹Ontologies and Knowledge Graphs in Advancing Industrial Data Analytics

🔹IIoT Data Integration and Standardization Approaches

🔹Semantic‑Modeling Best Practices for Scaling Value Creation

🔹Using Knowledge Graphs as Infrastructure for Digital Twins and Industrial AI

🔹Industrial AI Use Cases Powered by Knowledge Graphs

🔹The Business Value of Digital Twins in Manufacturing

🔹Building the Next-Gen Digital Twins with AI, LLMs, and Knowledge Graph

🔹AI Agents, and MCP for Distributed Intelligence on Digital Twins

🔹Multi-Agent AI Systems for the Future of Manufacturing Digitalization

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