GraphRAG: Advancing AI Through the Power of Graphs in the Generative Era

Presentation by Sean Martin, Chief Scientist Graph Technology at Altair as part of Altair's Future.Industry 2025 conference.

As data complexity continues to grow, extracting meaningful insights from connected information has become increasingly crucial. GraphRAG, an innovative approach leveraging graph technology, redefines how we tackle AI challenges by integrating structured knowledge representation with generative intelligence. In this presentation, Sean Martin will provide an in-depth exploration of GraphRAG—its core methodology, functionality, and transformative potential for modern AI systems. By emphasizing relationships and connections, GraphRAG enhances explainability, adaptability, and the depth of AI-driven insights. Join us to discover how this graph-based methodology supports advanced decision-making, fuels smarter automation, and unlocks new possibilities in the rapidly evolving AI landscape.