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Data Discovery Software with Natural Language Search (2026)

Last updated: April 2026

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32 software options

Google Cloud logo

Modular platform for computing, hosting, storage and more

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Google Cloud Platform is a modular-based platform providing multiple build and scale services to businesses of any size within any industry. It offers tools for document storage, data warehousing, security key enforcement, app creation, API management, AI and machine learning, live chat, and more.

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Qlik Sense logo

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SAP Analytics Cloud logo

Web-based financial planning, BI analytics and collaboration

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JMP logo

Statistical tools for data analysis and discovery

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JMP is statistical software designed for data exploration and analysis, primarily serving scientists and engineers. The platform includes tools for data preparation, statistical analysis, graphing, and visualization within a single interface. JMP offers capabilities for importing data from multiple sources, automating repeat analyses without coding requirements, and sharing analytical discoveries across organizations.

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Spotfire logo

Visual data science to make smart people smarter

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Spotfire is a visual data science solution, combining advanced analytics with industry-specific visualizations.

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Zema Enterprise  logo

Data extraction and visualization software

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ZEMA is a data extraction and visualization software that is designed for businesses in several industry segments, such as energy, insurance, agriculture, publications, and gas retail. It helps organizations capture data, conduct data analytics, aggregate data, manage search operations, and more from within a unified platform.

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Displayr logo

The all-in-one analysis and reporting software.

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Displayr is an AI-powered, all-in-one platform tailored for market researchers. Streamline analysis, create dynamic reports, and deliver real-time insights with ease. Unlock smarter insights today!

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Reveal logo

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Reveal builds and supports a leading AI-powered platform for eDiscovery, investigations, and related activities. With industry-leading artificial intelligence capabilities and visual analytics, our platform covers all phases of the EDRM from information governance through presentation.

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Vantage logo

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Sensefuel logo

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Sensefuel offers a e-commerce site search engine that transforms each search into a hyper personalized buying journey. The solution is designed by retail experts to help e-commerce teams, drive sales growth, and deliver positive customer experiences through its core AI technology.

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Max AI logo

A GenAI analytics assistant for analyzing enterprise data

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AnswerRocket is an AI-powered augmented analytics platform that enables business users to get instant answers and insights from their data. With AnswerRocket, customers can monitor key metrics, identify performance drivers and detect critical issues in seconds.

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Lumenore logo

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Oracle Analytics Cloud logo

Become analytics-driven to improve business decisions

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Oracle Analytics is the cloud platform for the entire analytics process. It securely ingests, models, prepares, enriches, and visualizes data, with embedded ML & natural language tech to increase productivity. Available on-prem, cloud, or hybrid, it offers flexible cloud paths.

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data catalog and management solution

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Metaphor is a data management solution that streamlines the data journey by providing full compatibility with the modern stack. With Metaphor, users can experience enhanced agility and scalability in their data operations. The software integrates with various collaboration platforms like Slack and MS Teams, facilitating communication and teamwork among team members.

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IBM Watson Discovery logo

AI-powered enterprise search technology.

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IBM Watson Discovery is an AI-powered enterprise search solution, which provides features such as categorization, visual discovery, specific passage responses, tagging, sentiment analysis, natural language search, topic classification, cataloging, machine learning, and grouping.

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Shinydocs logo

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Lucidworks Fusion logo

Data discovery platform to conduct cognitive search

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Lucidworks Fusion is a cloud-based data discovery platform, which helps enterprises perform cognitive search and generate personalized insights and proactive recommendations. Features include authentication, visual usage analytics, data clustering, customizable dashboard, and A/B testing.

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Sinequa logo

Data search and analytics platform for large enterprises

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Sinequa is a cloud-based and on-premise search and analytics platform designed to help large enterprises discover insights from structured or unstructured data by using artificial intelligence (AI) and machine learning technology.

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iFinder logo

AI-based enterprise search platform

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iFinder is an enterprise search application tool that helps businesses process information quickly and utilize received insights to facilitate decision-making processes. Professionals can search for important information and documents and intelligently enhance this data using AI methods.

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