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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.
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5 Must-haves for Your Proactive Vigilance Center
“Proactive Vigilance” determines the overall health of how your organization is functioning by measuring baselines, identifying KPIs and setting alerts when things go awry.
Proactive Vigilance Ensures the Health of Your Company
Measuring compliance is a great way to measure the health of your organization — but just how do you do that? Tools that provide accountability measure not only results but the work surrounding the results. Here’s how risk managers are rolling up real-time data: trades, messages, emails, IMs, in order to assure proactive vigilance.
Unthink: Starting to move beyond the constraints of relational databases
Leverage the Samplestack Discovery App Github to quickly expose data in MarkLogic.
How Would You Budget Healthcare Innovation Initiatives?
We asked a diverse group of healthcare execs how they would allocate budgets on various data initiatives. Here are the results.

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