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.
MarkLogic Server debuts hybrid search with early access to vector operations, best-match relevance ranking and graph algorithms to help organizations augment GenAI with domain-specific knowledge and securely build trustworthy, AI-enhanced applications with a flexible RAG pattern.
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.