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.
Amazon’s flexible technology stack allows it to offer consumers a broader product assortment, greater convenience, highly competitive pricing. All of which make Amazon a formidable competitor for traditional multi-channel retailers. Here’s a closer look.
Custom information delivery is hard — unless you have robust, authoritative metadata. Production workflows make it challenging to preserve and manage data throughout the production lifecycle. This is due to the use of multiple disparate software applications that do not share information, making it difficult to organize the data that is collected from these systems. Upstream metadata extraction can help solve this critical problem.
In these days, it is common for one organization to manage multiple websites, making it difficult for visitors to find information that is spread across multiple sites. Read this blog to learn how we utilized MarkLogic to build a master data hub to