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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.
Unifying Data, Metadata and Meaning
We're all drowning in data. Keeping up with it—and our understanding of it—requires using tools in new ways to unify data, metadata and meaning.
Why Data Agility Is Essential for Your Business
Data agility is the ability to make simple, powerful, and immediate changes to any aspect of how information is interpreted and acted on.
When a Knowledge Graph Isn’t Enough
A knowledge graph – a metadata structure sitting on a machine somewhere – has very interesting potential, but can’t do very much by itself. How do we put it to work?
Knowledge Sharing Challenges
Sharing data can be relatively easy. Sharing our specialized knowledge about data is harder – and current approaches don’t scale.
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