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

Rhea-AI Summary

Progress Software (Nasdaq: PRGS) has announced the general availability of MarkLogic Server 12, featuring advanced semantic search and graph Retrieval-Augmented Generation (RAG) capabilities. The new release enables organizations to ground generative AI in their trusted data, delivering more accurate and secure results.

Early adopters have reported significant improvements, including an average 33% increase in LLM response accuracy. Notable customer successes include CAS reducing content delivery timeline from 18 months to 90 days, and various organizations achieving accuracy improvements ranging from 70% to 95% in financial services and 50% to 90% in agribusiness sectors.

The announcement was made at Ai4 2025 in Las Vegas, where Progress is showcasing its semantic search and graph RAG approach.

Positive

• Average 33% increase in LLM response accuracy reported by customers
• CAS reduced content delivery timeline from 18 months to 90 days
• Financial services customer improved accuracy from 70% to 95%
• Agribusiness customer increased correct answer rates from 50% to 90%
• Food technology provider achieved 99% accuracy in LLM implementation

Negative

• None.

Insights

AI Technology Specialist

Progress Software's MarkLogic Server 12 release significantly enhances their AI capabilities with demonstrable customer results, strengthening their enterprise AI positioning.

Progress Software has released MarkLogic Server 12, introducing advanced semantic search and graph Retrieval-Augmented Generation (RAG) capabilities that directly address a critical challenge in enterprise AI adoption. The technology allows organizations to ground generative AI in their own trusted data—a key differentiator in the crowded AI space.

The performance metrics are compelling: customers report an average 33% increase in Large Language Model (LLM) response accuracy and significantly faster information discovery times. These aren't just theoretical improvements; multiple customer success stories demonstrate real-world value across industries:

• A financial services firm improved accuracy from 70% to 95%
• A pharmaceutical company increased correct answers by 73%
• An agribusiness raised correct answer rates from 50% to 90%
• A food technology provider achieved 99% accuracy

Most impressively, Chemical Abstracts Service (CAS) slashed their content acquisition to product delivery timeline from 18 months to just 90 days—a 83% reduction that directly impacts time-to-market.

The technical architecture addresses enterprise requirements with both on-premises and cloud deployment options, native vector search, and advanced semantic algorithms. This positions Progress to capitalize on the growing enterprise trend toward more sophisticated, trustworthy AI implementations that go beyond basic experimentation.

With this release, Progress Software is strategically expanding beyond traditional data management into the high-growth enterprise AI market, focusing on data quality and context—increasingly recognized as the differentiating factors in successful AI implementations.

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
pr@progress.com

A photo accompanying this announcement is available at https://www.globenewswire.com/NewsRoom/AttachmentNg/15815728-e6e8-4323-bf17-04cbc7599b33

FAQ

What new features does Progress MarkLogic Server 12 include?

MarkLogic Server 12 includes native vector search, Virtual Views for ad-hoc analysis, BM25 relevance ranking, and advanced semantic algorithms for improved retrieval accuracy and efficiency.

How much did Progress Software (PRGS) improve LLM accuracy with the new MarkLogic Server 12?

Customers participating in Proof-of-Concept reported an average 33% increase in LLM response accuracy and significant acceleration in information discovery time.

What results did CAS achieve using Progress MarkLogic?

CAS reduced their content acquisition to product delivery timeline from 18 months to just 90 days, significantly accelerating time to market for new products.

Where is Progress Software showcasing its semantic search and graph RAG approach?

Progress is showcasing its technology at Ai4 2025, North America's largest artificial intelligence industry conference, taking place August 11-13, 2025, at the MGM Grand in Las Vegas.

What improvements did Progress Software's customers achieve in different industries?

Customers achieved significant improvements: financial services improved accuracy from 70% to 95%, a pharmaceutical company increased correct answers by 73%, and an agribusiness raised accuracy from 50% to 90%.