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Top Rated Big Data Software with Data discovery - Page 3

Last updated: July 2026

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124 software options

Hopsworks logo

Machine learning (ML) application building platform

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Hopsworks is an Open-source Enterprise Feature Store, a productivity platform for the development and operation of Machine Learning (ML) pipelines at scale. Users can easily manage their AI data for features and models for feature, training and inference pipelines.

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TimeXtender logo

Build Data Solutions 10X Faster.

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TimeXtender is a cloud-based ETL solution that helps data teams eliminate manual, repetitive tasks. It automatically generates T-SQL code for data cleansing, transformation & validation – eliminating the need to manually write, review & debug countless lines of SQL code.

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Dataiku logo

Self service analytics and machine learning tool

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Dataiku DSS is a data tool, which utilizes artificial intelligence & machine learning technologies to prepare, visualize, monitor, & deploy data sets. Ideal for analytics leaders, data scientists, IT engineers, & analysts, it allows users to connect all data sources on a unified platform.

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AnswerDock logo

AI-driven and search-based analytics platform

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AnswerDock is an AI-driven big data analytics solution that uses Natural Language Processing to provide answers to business users' questions

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Select Star logo

Web-based data discovery and governance platform

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Select Star is a data discovery and governance platform that automatically analyzes and documents your data. Connect some of the most popular tools used in the modern data stack and start using the tool immediately to track where data is coming from, how it is being used, and by whom.

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Atlan logo

Modern Data Workspace For the Workplace of the Future

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Atlan is a cloud-based data workspace solution designed to help businesses manage their entire data ecosystem, with tools for data discovery, quality profile generation & automatic lineage construction. The query builder allows non-technical users to query across data lakes, databases & warehouses.

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Dynatrace logo

All-in-One Application Performance Monitoring

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Dynatrace Ruixt is an all-in-one application performance monitoring

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Tableau logo

Visual analytics platform for data exploration

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Tableau is a business intelligence and analytics platform that enables users to connect to databases, create data visualizations, and share insights. The platform offers deployment options including cloud-based, self-hosted, and desktop environments with drag-and-drop functionality for building interactive dashboards. It features AI-based analytics capabilities, integration with Salesforce CRM, and supports visual storytelling and collaboration across organizations.

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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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Lumada DataOps Suite logo

Data automation and management software

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Lumada DataOps unlocks business value by enabling businesses to operationalize data management with automation and collaboration. Lumada DataOps helps businesses build DataOps practices to improve operations via an intelligent data operations platform. Users can automate data pipeline scalability, lower costs, and activate production deployments through continuous integration and delivery across hybrid cloud environments.

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Luz Analytics logo

Knowing is better.

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A Competitor Insights Platform with a database that allows brands to track their competitors’ product sales volume down to SKU

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Scale Rapid logo

Artificial intelligence software for eCommerce businesses

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Scale Rapid is a robotic process automation software designed to help businesses generate production-quality labeled data. Administrators can receive labeled calibration data and feedback to scale production volume on a unified interface.

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Intelligent Engagement Platform logo

Customer engagement and experience software

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NGDATA offers an intelligent engagement platform that builds rich customer data profiles to create truly personalized customer experiences with in-built real-time interaction management.

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Centralpoint logo

Digital experience platform & content management solution

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Centralpoint by Oxcyon is a digital experience platform & content management solution for enterprises. The cloud-based tool allows users to control knowledge, data, documents, forms, emails, learning, compliance, & more whilst also providing features for managing employees, clients & partners.

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Splunk Enterprise logo

Machine data management and analytics

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Splunk Enterprise is a cloud-based platform designed to assist businesses with big data management and analysis of machine data. Key features include data visualization, performance metrics, data collection, real-time search, indexing, KPI tracking, reporting, and monitoring.

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SingleStore logo

Database management solution

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SingleStore is a database management solution that helps businesses ingest, analyze, store, deploy, manage, secure, and integrate data across systems. It allows administrators to manage data in various formats including relational SQL, geospatial, full-text search, and JSON.

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BigQuery logo

Autonomous data and AI platform for analytics

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BigQuery is an autonomous data and AI platform that automates the entire data lifecycle from ingestion to insights. The platform features built-in predictive analytics, AI inferencing capabilities, and support for machine learning model training using SQL. It includes AI-powered agents for data engineering, data science, and conversational analytics workflows.

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Opinum Data Hub logo

Data analytics software for energy and environment industry

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Opinum Data Hub is a data analytics platform that is designed for businesses in various industry sectors, including gas utilities, water suppliers, power grids, and energy and environmental service organizations. It enables data scientists to transform, analyze, visualize, and share data models.

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Label Studio Enterprise logo

Data-centric AI with HumanSignal

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HumanSignal offers a comprehensive data labeling platform trusted by over 250,000 data scientists and annotators. With advanced automation and human supervision, it enables businesses to fine-tune AI models, curate high-impact data, accelerate labeling tasks, and improve data quality and model performance. Unlock the full potential of data-centric AI with HumanSignal.

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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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Actian Analytics AI Platform logo

A fully managed cloud data platform service.

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Actian AI Analytics Platform is a software designed to help organizations manage, integrate, and analyze data across cloud, on-premises, and hybrid environments.

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Oracle Database logo

Discover the Right Database for You

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Oracle Database is a data warehouse software designed to help businesses of all sizes manage data and automate recurring tasks using machine learning-enabled tools. The platform enables managers to generate business models, transform data, and detect hidden anomalies across datasets.

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Cloudera Enterprise logo

Data cloud platform that delivers self-service analytics

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Cloudera is an enterprise data cloud platform designed to help businesses in financial services, manufacturing, telecommunications, retail, technology, insurance, healthcare, public sector, education, energy, and utilities use self-service analytics across multi-cloud and hybrid environments.

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Statgraphics Centurion logo

Multilingual data visualization & statistical analytics tool

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Statgraphics Centurion is a Windows-based software that helps businesses generate statistical reports, visualize data, and conduct predictive analysis. Data scientists can classify data, manage K-means clustering, create data associations, generate regression trees, and conduct text mining.

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AnyChart logo

Award-winning JavaScript charting library

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Award-winning JavaScript charting library. Enables developers to easily add stunning interactive charts and dashboards into any web, mobile, or standalone projects regardless of stack. Offers numerous built-in chart types, robust API and documentation, and enterprise-grade support.

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