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.
My colleague Jason and I were talking about search — which spilled into a 3-day exchange of emails between us — with me trying to work from the metaphor of dance and synchronization and he with engines and cars. (Talk about rigid data structures). Then like a bluebird, I received this gem from him. Plan […]
MarkLogic’s customer base includes a large number of Not-For-Profit and membership-based organisations – Societies, Institutions and others. These companies are STM (Scientific, Technical & Medical) publishers but not commercial STM publishing organisations. They therefore share some similar challenges when it comes to information sharing and content publishing but they have a different set of priorities […]
Working with brainiacs, great discussions spontaneously occur. The following situation arose: A client wanted all data to be searchable – but not all data readable. The instance they gave was an HR person knowing that specific forms were there — but not allowing them to be read. What were best practices? Our engineering and field […]
At the Big Software Company where I used to work, my 60 colleagues and I built our entire project every night, and nobody was allowed to check in broken code. At any moment there was a complete functional application that passed all regression tests. It was my first Agile, as beautiful as synchronized swimming. And […]