Progress Software's MarkLogic Server 12 enhances LLM accuracy by 33% and speeds data discovery with advanced semantic search capabilities.
Quiver AI Summary
Progress Software has announced the general availability of MarkLogic Server 12, presented at Ai4 2025, which features advanced semantic search and graph Retrieval-Augmented Generation (RAG) capabilities. This release allows organizations to enhance the accuracy and security of generative AI by utilizing their own trusted data, achieving a reported 33% increase in accuracy for large language model (LLM) responses and faster information discovery. Key features include native vector search and BM25 relevance ranking, facilitating scalable and efficient data retrieval. Various organizations, including those in finance and pharmaceuticals, have successfully implemented these capabilities, significantly improving their operational efficiencies and response accuracy. The technology is positioned to play a crucial role in how enterprises leverage AI grounded in reliable, context-rich data, with MarkLogic Server 12 now available for users.
Potential Positives
- Progress Software has launched MarkLogic Server 12, which incorporates advanced semantic search and graph Retrieval-Augmented Generation (RAG) capabilities, leading to a 33% increase in LLM response accuracy for its users.
- The new capabilities are already being utilized by global research institutions and public sector organizations, demonstrating broad applicability and immediate value in extracting insights from various types of data.
- MarkLogic Server 12 enables cost-effective, scalable, and rapid data retrieval options both on-premises and in the cloud, catering to organizational needs for flexibility in data management.
- Customer case studies highlight significant enhancements in operational efficiency, such as drastically reduced information discovery times and improved accuracy rates, showcasing the tangible benefits of the new technology.
Potential Negatives
- The press release may not address potential concerns regarding data security and privacy, which are critical factors in deploying AI technologies, leaving stakeholders uncertain about these aspects.
- While highlighting successes, the press release lacks detailed information on the scalability and performance of their solution in different environments, which could lead to skepticism about its practicality for all users.
- Progress Software does not provide any comparative analysis with competitors, which may raise questions about how their offerings stack up in the market.
FAQ
What is Progress MarkLogic Server 12?
Progress MarkLogic Server 12 is an advanced database solution featuring semantic search and graph Retrieval-Augmented Generation (RAG) capabilities for accurate data retrieval.
How does MarkLogic 12 improve LLM accuracy?
MarkLogic Server 12 delivers a 33% increase in LLM response accuracy, enhancing the effectiveness of generative AI applications.
What are the key features of MarkLogic Server 12?
Key features include native vector search, Virtual Views, BM25 relevance ranking, and advanced semantic algorithms for improved retrieval efficiency.
What industries are using Progress' RAG capabilities?
Global research institutions, public sector organizations, financial services, pharmaceuticals, and agribusinesses are adopting Progress' RAG capabilities to gain deeper insights.
Where can I learn more about Progress MarkLogic Server 12?
More information can be found on the official Progress website at https://www.progress.com/marklogic/server/latest-updates.
Disclaimer: This is an AI-generated summary of a press release distributed by GlobeNewswire. The model used to summarize this release may make mistakes. See the full release here.
$PRGS Insider Trading Activity
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$PRGS Analyst Ratings
Wall Street analysts have issued reports on $PRGS in the last several months. We have seen 3 firms issue buy ratings on the stock, and 0 firms issue sell ratings.
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- DA Davidson issued a "Buy" rating on 07/01/2025
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$PRGS Price Targets
Multiple analysts have issued price targets for $PRGS recently. We have seen 4 analysts offer price targets for $PRGS in the last 6 months, with a median target of $75.0.
Here are some recent targets:
- Fatima Boolani from Citigroup set a target price of $57.0 on 07/15/2025
- Lucky Schreiner from DA Davidson set a target price of $75.0 on 07/01/2025
- Daniel Ives from Wedbush set a target price of $75.0 on 07/01/2025
- John Difucci from Guggenheim set a target price of $83.0 on 04/01/2025
Full Release
Progress’ semantic and graph RAG approach—featuring MarkLogic Server 12—delivers 33% higher LLM accuracy and faster discovery for customers
LAS VEGAS, Aug. 12, 2025 (GLOBE NEWSWIRE) -- Progress Software (Nasdaq: PRGS), the trusted provider of AI-powered digital experience and infrastructure software, today announced at Ai4 2025 the general availability of Progress® MarkLogic® Server 12 . This latest release introduces advanced semantic search and graph Retrieval-Augmented Generation (RAG) capabilities, empowering organizations to ground generative AI in their own trusted data—delivering more accurate, secure and context-aware results.
Unlike other solutions, MarkLogic Server 12 enables scalable, rapid, cost-effective retrieval, on-premises or in the cloud. Key features include native vector search, Virtual Views for ad-hoc analysis, BM25 relevance ranking and advanced semantic algorithms, all designed to maximize retrieval accuracy and efficiency for enterprise generative AI and analytics. Global research institutions and public sector organizations are already leveraging Progress’ semantic search and graph RAG capabilities to extract deeper insights from scientific, proprietary and public data.
The new capabilities are central to Progress’ semantic search and graph RAG approach, with customers participating in Proof-of-Concept reporting an average 33% increase in LLM response accuracy and a significant acceleration in information discovery time for subject matter experts (SMEs).
“Through the combination of Progress MarkLogic and Amazon Web Services with Datavid’s expertise, CAS executed a digital transformation—providing visibility, change agility, speed and performance. It has been a force multiplier, transforming dark data into insights. We cut our content acquisition to product delivery timeline from 18 months to just 90 days—accelerating time to market for a new product,” said Rodney Fulford, Data Engineering Senior Manager and Architect, CAS.
Additional Customer Highlights
Progress is democratizing the use of advanced semantic search and RAG capabilities for organizations across industries. Additional use cases for organizations adopting Progress’ semantic RAG approach include:
- A financial services firm improved LLM response accuracy from 70% to 95%, cutting SME research time from hours to minutes.
- A global pharmaceutical company accelerated policy and architecture document discovery to seconds, increasing correct answers by 73%.
- A leading agribusiness raised correct answer rates from 50% to 90% with an AI-driven R&D hub.
- A leading food technology provider achieved 99% accuracy and completeness from their LLM implementation.
“As AI matures, the real differentiator for enterprises will be how effectively they ground these models in trusted, context-rich data,” said John Ainsworth, EVP and General Manager, Application and Data Platform, Progress Software. “Our RAG-based technology is at the forefront of this shift—bridging the gap between unstructured content and actionable intelligence. We’re helping customers move beyond experimentation to build AI systems that are explainable, secure and deeply aligned with business goals.”
Progress is showcasing its semantic search and graph RAG approach at Ai4, North America’s largest artificial intelligence industry conference, taking place August 11–13, 2025, at the MGM Grand in Las Vegas. Attendees can learn more during AI Strategist Philip Miller’s session, “Trusted AI: Unlock Data Value,” where he will demonstrate how organizations can unlock their data’s full potential through proven RAG methodologies.
MarkLogic Server 12 is available now. Learn more: https://www.progress.com/marklogic/server/latest-updates .
About Progress Software
Progress Software
(Nasdaq: PRGS) empowers organizations to achieve transformational success in the face of disruptive change. Our software enables our customers to develop, deploy and manage responsible AI-powered applications and digital experiences with agility and ease. Customers get a trusted provider in Progress, with the products, expertise and vision they need to succeed. Over 4 million developers and technologists at hundreds of thousands of enterprises depend on Progress. Learn more at
www.progress.com
.
Progress and MarkLogic are trademarks or registered trademarks of Progress Software Corporation and/or one of its subsidiaries or affiliates in the US and other countries. Any other trademarks contained herein are the property of their respective owners.
Press Contact:
Kim Baker
Progress Software
+1-800-477-6473
[email protected]
A photo accompanying this announcement is available at https://www.globenewswire.com/NewsRoom/AttachmentNg/15815728-e6e8-4323-bf17-04cbc7599b33
