Graph-Powered Manufacturing: Solving Complex Industry Challenges with Knowledge Graphs

Presentation by Sean Martin, Chief Scientist Graph Technology at Altair as part of the 2025 ATCx AI for Engineers conference.

The manufacturing sector is undergoing a digital transformation—yet many organizations remain hampered by data locked in silos, disconnected systems, and limited context for decision-making. In this keynote, Sean Martin, a global expert in graph technology, explores how knowledge graphs are redefining industrial intelligence. By weaving together diverse data sources—across product design, supply chains, operations, and quality—knowledge graphs create a dynamic, contextual fabric that reveals relationships, uncovers inefficiencies, and accelerates root cause analysis. Knowledge graphs with well-described semantic layers also unlock powerful automation through generative AI and agentic AI systems. From predictive maintenance to traceability, the session will provide examples of how manufacturers can leverage graph-powered insights to drive resilience, innovation, and competitive advantage. Join us to understand why knowledge graphs are fast becoming foundational to smart manufacturing ecosystems.