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.
This is the first in a series of three blogs discussing David Gorbet’s “Shape Da Future” keynote address at MarkLogic World 2015. The data word has changed. Data itself is now a commodity, but the technology used to create experiences with it is not. New database technology can now drive tailored, real-time experiences that would’ve […]
“U.S. Internet users belong to more than 13 loyalty programs, on average, according to brand loyalty data analyzed by eMarketer. But only 50% of users are active members.” 1 In Retail, few issues differentiate the winners from the losers more clearly than successful loyalty and rewards programs. Perennial winners at Retail loyalty programs, such as Kroger […]
“Think about our big data projects. We know that in the same way that the National Weather Service or the development of GPS and satellites created entire new ways that people organized their lives, that in healthcare, for example, there are going to be transformations taking place because of the ability to collect and analyze […]
In my last post, we outlined the reasons why so many retailers fail to take advantage of the e-commerce opportunity and concluded that any solution for driving e-commerce sales growth must provide consumers with superior search capability, personalized promotions, value and convenience. Additionally, the solution must be able to provide all of this in real-time. After all, for […]