Progress Software Announces General Availability of MarkLogic Server 12 and Breakthrough Results with Semantic RAG

Core Insights - Progress Software has announced the general availability of MarkLogic Server 12, which features advanced semantic search and graph Retrieval-Augmented Generation (RAG) capabilities, resulting in a 33% increase in LLM accuracy and faster information discovery for customers [1][3][9] Product Features - MarkLogic Server 12 enables scalable, rapid, and cost-effective retrieval both on-premises and in the cloud, with key features including native vector search, Virtual Views for ad-hoc analysis, BM25 relevance ranking, and advanced semantic algorithms [2][9] - The new capabilities are designed to maximize retrieval accuracy and efficiency for enterprise generative AI and analytics, with global research institutions and public sector organizations already utilizing these features [2][3] Customer Impact - Customers participating in Proof-of-Concept reported an average 33% increase in LLM response accuracy and a significant reduction in information discovery time for subject matter experts [3] - Specific case studies include a financial services firm improving LLM response accuracy from 70% to 95%, a pharmaceutical company accelerating document discovery to seconds with a 73% increase in correct answers, and an agribusiness raising correct answer rates from 50% to 90% [9] Industry Positioning - Progress Software emphasizes that as AI matures, the key differentiator for enterprises will be the effective grounding of AI models in trusted, context-rich data, positioning its RAG-based technology at the forefront of this shift [5] - The company is showcasing its capabilities at Ai4, North America's largest AI industry conference, highlighting the potential for organizations to unlock their data's full value through proven RAG methodologies [5][6]