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Data Discovery Software with Big Data Analytics (2026)

Last updated: April 2026

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29 software options

Phocas logo

Business intelligence, financial reporting & sales analytics

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Phocas supports data discovery by presenting transaction data in an intuitive way.

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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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Adverity logo

The integrated data platform for teams that run on data.

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Adverity helps marketing and analyst teams improve performance and trust their data by automating data integration and governance.

• 600+ data connectors across marketing, advertising, sales and finance
• Unrivaled data transformations
• Automated data quality and management tools

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Rulex logo

The ultimate platform for empowering your business with data

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Rulex’s unique software helps people and organizations take the best possible decisions by seamlessly combining transparent data-driven knowledge with human expertise.

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Caseboard logo

A software solution for database integration and analysis

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Caseboard is a Portuguese-language database integration platform that uses various features, such as complex network and relationship analysis functions, to investigate and combat fraud in phone calls, business and banking transactions, tax information, and more.

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Vantage logo

Web-based database and analytics tool for IoT enhancement

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Teradata Database allows individuals to break down and distribute complex analytics workloads to improve performance. Key features include access control, data dictionary & workload management, programming languages support, data storage & analysis, reporting, fallback protection, and more.

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DigitalRoute logo

Mediation and usage data processing software

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DigitalRoute is a data loss prevention tool that helps businesses connect the solution with any system in the IT infrastructure to collect, process, enrich, and distribute usage data to billing and configure, price, and quote (CPQ) applications.

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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

Self-Service Business Intelligence with no-code analytics

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Lumernore Analytics is a business Intelligence software with no-code analytics. The platform helps users get actionable intelligence that is connected to their data - from all types of sources.

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Open Bridge logo

AI-based tool for data collection, integration & management

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Open Bridge is an on-premise and cloud-based data management software that provides businesses with tools to extract, collect, and integrate enterprise data on a centralized platform. Supervisors can use the dashboard to schedule operational workflows and configure access permissions.

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SAS Viya logo

Cloud native AI and analytics platform

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SAS Viya is a cloud-native data and artificial intelligence platform designed to support analytics workflows across organizations. The platform features data management capabilities that provide access to multiple data sources with built-in governance and lineage tracking. It includes machine learning, statistical modeling, and data mining tools accessible through both visual and code-based interfaces, along with SAS Viya Copilot for AI-assisted tasks.

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AWS for Data logo

Analytics and database management solutions from AWS

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AWS for Data includes analytics, data center, and database management solutions that help businesses extract insights from data faster, combine and replicate data across multiple data stores, manage infrastructure for data lakes, and implement machine learning and predictive analytics.

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Infoveave logo

Unified data platform with agentic AI

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Infoveave is a unified data platform that integrates data from multiple sources and automates workflows through its Agentic AI assistant called Fovea. The platform offers data quality management, governance tools, interactive visualizations, and predictive analytics capabilities. It supports conversational data queries, automated dashboard creation, and low-code application development for industries including retail, energy, healthcare, and manufacturing.

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Visplore logo

Visual analytics platform for one-click root cause analysis

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Visplore accelerates industrial data discovery through structured data analysis and transparent root cause analysis. With intuitive time series analysis and a clear visual analytics process optimization approach, engineers quickly identify hidden correlations & operational drivers across IT/OT data.

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Trendalyze logo

Visualize, search & monitor for micro-trends in data

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Trendalyze is a time series analysis & forecasting platform for business professionals to visualize, search, and monitor for micro-trends in time series data to monetize profitable opportunities within industries such a retail, distribution, healthcare, energy, utilities, engineering, banking & more

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Datasembly logo

Real-time product data for market intelligence.

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Datasembly provides instant access to retail product data from every store across retailers. The proprietary technology platform allows users to obtain and share pricing, promotions, and assortment insights with store-level detail.

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Ketch logo

Data privacy and governance solution

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Ketch automates data discovery, providing real-time visibility into personal data across systems. With automated data mapping, classification, and tracking, businesses can ensure compliance, enforce policies, and reduce risk while maintaining seamless data operations and governance.

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Zeenea Data Discovery Platform logo

Democratize data. Accelerate smarter decision-making.

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The Zeenea Data Discovery Platform (by Actian) democratizes data by empowering data experts and business users to easily discover, trust, and utilize enterprise data. The SOC 2 Type II & ISO/IEC 27001 Standard features two solutions: a Data Catalog and an Enterprise Data Marketplace.

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Linkurious Enterprise Watchtower logo
(0)

Because you can't catch what you can't see.

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A new generation of powerful yet easy-to-use graph powered detection and investigation software that helps teams of analysts and investigators harness complex connected data to surface business critical insights and expose sophisticated networks or schemes in the blink of an eye.

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Linkurious Enterprise Explorer logo
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Visualization and analytics software solution

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Linkurious Enterprise Explorer is a powerful out-of-the-box graph visualization and analytics software built for teams that integrates with leading graph databases and helps technical and non technical users harness complex connected data, so they can do big things, simply.

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Fasoo Data Radar logo
(0)

Data discovery and classification solution

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Fasoo Data Radar (FDR) is an advanced data discovery and classification solution that identifies, categorizes, and protects sensitive information across an organization’s IT environment. With automated scanning, real-time monitoring, and compliance reporting, FDR helps businesses manage data securit

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Suadeo logo
(0)

Self-data service (SDS) platform for data management

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Suadeo is a self-data service (SDS) platform that helps businesses discover new perspectives and identify opportunities by accessing a collaborative environment for team members. It provides an ecosystem for informed decision-making and lets users control the entire lifecycle of data within the organization.

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Stratio Data Fabric logo
(0)

A secure business data layer for business & data teams

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Stratio Data Fabric is a cloud-based platform that helps midsize and large businesses automate data management processes via artificial intelligence (AI) technology.

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