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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.
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.
4 Signs You’ve Got a Transaction Reconciliation Challenge
Many firms manage transaction reconciliation using smart people armed with spreadsheets – but that doesn’t scale well. Learn what to look for, to know if you’re creating new forms of risk for your firm.
When Analytics Alone Isn’t Enough
Organizations are hitting the “knowledge wall” with their analytics investments. Learn why that is – and how a semantic knowledge graph can help.
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