AI-powered enterprise search with OpenRAG

Get answers you can trust with context-aware AI agents powered by governed and connected data—without replatforming or lock-in 

 

Join the waitlist Announcement: OpenRAG unlocks context for AI
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Open-source version for developers: Spin up an agent-powered RAG application in minutes with open, composable technologies.
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Get reliable answers from context-rich business data

Endless documents. Scattered knowledge bases. Siloed systems. Traditional RAG and search tools lack full context across your data, returning insufficient answers.


Using OpenRAG on IBM® watsonx.data® brings AI-powered retrieval to enterprise search—connecting data and delivering the right context for fast, reliable insights.
From pilot to production in minutes 01 Connect to your enterprise data without restructuring

Connect to your data wherever it exists—documents, databases, data lakes and content repositories—without migrating or reformatting data, so context can be brought together across your enterprise.

 02 Retrieve and “reason,” using agentic AI

OpenRAG dynamically chooses the best retrieval approach—keyword, vector, hybrid or multistep reasoning—to deliver the right context across your data, so your teams get accurate, reliable answers. 

 03 Deploy across your preferred tools and workflows

Integrate AI search into business applications, portals and dashboards, using APIs. Deliver consistent, secured answers where your teams work—backed by governed, trustworthy context in watsonx.data.

See OpenRAG on watsonx.data in action

Learn why traditional RAG systems struggle with complex, multisource questions—and how OpenRAG brings together the right context across your data to deliver more complete, reliable answers. A compliance example shows how AI is grounded in governed enterprise data for accuracy and trustworthiness at scale.

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Get trusted answers with agentic RAG

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Higher accuracy with agentic, multistep retrieval

OpenRAG improves accuracy by adapting how it retrieves information—combining hybrid search, query refinement, and multistep reasoning—to bring together the right context across your data. This helps deliver more complete, trusted answers to complex business questions.

 
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Governance and security built in

By applying consistent policies, lineage, and access controls across structured and unstructured data, watsonx.data ensures AI uses trusted, connected data as context—governed at the moment it’s used.

 
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Search that scales across hybrid and multicloud estates

Watsonx.data connects to governed data wherever it resides—in the cloud, on prem or distributed—helping ensure consistent AI search quality and access controls without duplicating or moving data.

 
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Seamless integration into business workflows

APIs embed agentic RAG into employee portals, customer apps, knowledge tools, and BI systems—reducing friction in daily operations and delivering insights where and how your teams work.

 

 
Illustration of a digital assistant, with phone and digital message icons
Higher accuracy with agentic, multistep retrieval

OpenRAG improves accuracy by adapting how it retrieves information—combining hybrid search, query refinement, and multistep reasoning—to bring together the right context across your data. This helps deliver more complete, trusted answers to complex business questions.

 
Illustration of a contact center representative surrounded by graph and digital message icons
Governance and security built in

By applying consistent policies, lineage, and access controls across structured and unstructured data, watsonx.data ensures AI uses trusted, connected data as context—governed at the moment it’s used.

 
Illustration of a modernized contact center surrounded by digital message icons
Search that scales across hybrid and multicloud estates

Watsonx.data connects to governed data wherever it resides—in the cloud, on prem or distributed—helping ensure consistent AI search quality and access controls without duplicating or moving data.

 
Illustration of a modernized contact center surrounded by digital message icons
Seamless integration into business workflows

APIs embed agentic RAG into employee portals, customer apps, knowledge tools, and BI systems—reducing friction in daily operations and delivering insights where and how your teams work.

 

 

RAG and AI data platforms in practice

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Turning Wikipedia data into AI-ready knowledge

See how Wikipedia’s transformed its vast data into structured, accessible knowledge for building smarter AI and LLM applications.

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Building a secure RAG platform for private market insights

Learn how Bay Point Advisors built a secure RAG platform, enabling trusted insights and faster analysis of private market data.

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Scaling legal AI search with production-ready RAG

Learn how Shorthills AI scaled legal search, improving accuracy, recall and speed with enterprise-grade RAG.

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Transforming unstructured real estate data with AI

Learn how Edsvard uses AI to analyze unstructured real estate data, uncover insights, and reduce risk.

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Take the next step

Discover how OpenRAG on watsonx.data can help accelerate your AI goals—no matter the size of your business.

  1. Join the waitlist
  2. Book a live demo