IBM Reviews, Ratings & Features 2026 | Gartner Peer Insights

Gartner defines enterprise AI search as platforms that enable retrieval and synthesis of information across enterprise repositories. They are a key technology for developing AI assistants and AI agents that scale to enterprise needs using retrieval-augmented generation (RAG). They integrate with a wide range of advanced natural language processing (NLP), machine learning (ML) and large language model (LLM) technologies that are essential to knowledge management processes. They are designed to be customized and tuned for specific domains but often come with prepackaged integrations and experiences for some enterprise applications. Enterprise AI search tools are pivotal tools for humans and machines that need to find information and synthesize it to derive insight, so they can subsequently make decisions and take actions. These platforms connect to a wide variety of data sources, normalize and classify information, index it, and match and rank the most relevant results. Their user experiences are commonly customized and are increasingly used as a platform for building AI assistants for a wide variety of operational use cases. Those building RAG-based systems should consider how to configure enterprise search platforms to deliver AI assistants and, in the future, AI agents.

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Find the top Enterprise AI Search software with Gartner. Compare and filter by verified product reviews and choose the software that’s right for your organization.

Enterprise AI Search

IBM Watson Explorer

IBM Watson Discovery

Data Architect

Excellent customer service, problem resolution, and knowledge transfer.  The IBM team helped us with two POCs related to Watson Discovery and both of them exceeded our expectations. The projects are now fully operational on production environment attending 30k requests on average. 

50M - 250M USD

<50M USD

30B + USD

500M - 1B USD

3B - 10B USD

1B - 3B USD

250M - 500M USD

10B - 30B USD

Gov't/PS/ED <5,000 Employees

Gov't/PS/ED 5,000 - 50,000 Employees

JAVA TECHNICAL LEAD

Designed to analyze complex data and to drive analytical results using artificial intelligence. Have some limitations with language and database integration. Does not fulfill the expectations. 

It Director

IBM Watson Discovery es un buscador muy ágil, preciso y que da los resultados mas optimos

IBM Watson Discovery is a very fast, accurate search engine that delivers the best results.

Google

Microsoft

Other...

Amazon Web Services (AWS)

Elastic

OpenText

Upland (BA Insight)

Lucidworks

expert.ai

OpenText (Micro Focus)

Cludo

Progress (MarkLogic)

Coveo

IHS Markit

Dassault Systèmes

IntraFind

Oracle

Hyland

Mindbreeze

Search365

Squirro

DECE Software

Attivio

Sinequa

EPAM

Funnelback

Avathon

France Labs

IBM is a well-established entity focused on technology and development. The primary mission revolves around fostering technological growth and enhancing infrastructure, achieved through focused developments and consulting services. By encouraging inventiveness and innovation, it is geared towards facilitating the transition of theoretical ideas into practical realities, thus improving global functionalities. IBM brings about transformation by creating advanced solutions that reshape and redefine the world.

At IBM, we do more than work. We create. We create as technologists, developers, and engineers. We create with our partners. We create with our competitors. If you're searching for ways to make the world work better through technology and infrastructure, software and consulting, then we want to work with you.

We're here to help every creator turn their "what if" into what is. Let's create something that will change everything.

Reviews

Ratings Overview

Overall experience with

Favorable Review

Outstanding agility, although customization requires more informational support.

Critical Review

Designed to help in decision making majorly for healthcare but needs improvement.

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