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.
Complex manual transformation operations are draining budgets by needing to mobilize IT resources to make sense of existing data instead of delivering insights to decisions makers. Here’s how a semantic layer allowed the harnessing of knowledge — as well as data.
Recently I was involved in a customer inquiry about transaction isolation. The customer had observed an unexpected interaction between two concurrent transactions and wanted an explanation of what they were seeing. This customer is fairly sophisticated, with many folks familiar with isolation principles and even a PhD in distributed computing, which made me think that a lot of people probably aren’t very familiar with the nuances of transaction isolation, especially as it relates to MarkLogic.
Security is getting more and more critical. One recent report from PwC shows the number of security incidents in 2015 increased by 38% compared to 2014. And along with increased risk comes increased spending. According to a recent report by Gartner, worldwide security spending reached $76.9 billion in 2015, and is expected to reach $170 […]
What’s instore for media in 2016? Data-driven publishing for certain — which includes everything about customers — where they are and what they are doing. A wild ride indeed!