Artificial Intelligence in R&D: Leveraging Graph RAG for Competitive Advantage
July 10, 2025
A blog by R&D AI leader Nicolas Pineau on unlocking innovation in R&D through Graph RAG and AI. Discover how knowledge graphs and Retrieval-Augmented Generation can boost research productivity and deliver strategic advantage.
An international build-to-order manufacturer, dealing with data silos from mergers and acquisitions, integrated years of parts and cost data into a single, shared data hub. This system allows for easy reconciliation, comparison and benchmarking of parts across different plants. Despite maintaining their own identification processes, groups can now match parts lists, identify identical or similar parts for the same function and choose the best-cost options.
Democratizing AI and addressing the ethical and governance challenges it presents promotes a more equitable landscape where the advantages of AI technologies are available to all.
We recently attended the Gartner Application Innovation & Business Solutions Summit 2024. Explore conference highlights, attendees' favorite topics and featured Progress solutions.