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 it comes to FAIR life sciences data, keeping meaning and detail attached to pharmaceutical data supports trusted reuse across R&D, technology transfer and CDMO operations. Semantic harmonization can preserve source detail, add semantic context and relate different worlds without flattening them. Progress Data Platform helps connect complex data, documents and domain knowledge so information remains findable, reusable and trustworthy across teams, systems and partners.
Membership in the International Press Telecommunications Council, or IPTC, allows organizations to better understand how metadata, semantic context and governance can support trustworthy content discovery and responsible AI. Whether you're modernizing content archives, improving discoverability, enriching metadata or building trusted AI workflows for publishing, Progress Data Platform can help connect content, context and governance at scale.
Discover the key improvements in Progress MarkLogic Server 12.1 that boost your AI readiness and offer more cost-effective strategies to scale your critical initiatives.