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.
Syngenta is showing why the future of agricultural innovation depends not just on more data, but on making scientific knowledge searchable, connected and usable at speed. By building an AI-powered semantic search platform, the company helped scientists find critical research faster, reduce knowledge silos and accelerate R&D decision-making.
Ahead of the AI for Good Global Summit, Progress is highlighting how customers around the world are using technology to drive meaningful change. From advancing sustainable development and protecting wildlife to improving healthcare access and streamlining community-focused businesses, these organizations demonstrate how AI, data and workflow innovation can create real-world impact. Their stories show that when technology is paired with purpose, it can help strengthen communities, improve outcomes and support a more sustainable future.
Progress MarkLogic FastTrack 2.0 empowers developers to build modern enterprise AI applications faster than ever to help organizations make actionable insight accessible to more people across the business.
A strong data foundation is the offensive line of AI—rarely celebrated, but absolutely essential to protecting performance, ensuring consistency and powering every winning play.