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.
The portmanteau of hack and marathon, “hackathons” are events where teams of developers, designers and project managers collaborate and solve challenges. NBC Universal uses the hackathon to spawn R&D, using a short-list of preferred vendors to see what ideas can emerge after 24-36 hours over a weekend. It’s competitive — but everyone’s a winner.
Managed triples are triples that are inserted into a database by MarkLogic automatically. Unmanaged means you take care of persisting them yourself. But what does that mean exactly, and when does it make sense to use unmanaged triples?
Today’s mortgage industry faces challenges undreamed of in the past. Regulatory requirements have skyrocketed and firms have been punished for not meeting them. Effectively securitizing mortgages is ever more demanding. Rethinking mortgage repositories is crucial.
If you’re interested in simplifying data integration across silos business leaders and developers from every industry will want to join us at MarkLogic World, San Francisco, May 9-12. Oh yeah, it’s also free.