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Top Rated Big Data Software with Data discovery

Last updated: July 2026

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123 software options

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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Prisync logo

Competitor Price Tracking and Dynamic Pricing Software

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Historical Logs For Past Pricing Performance

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Grepsr logo

Managed data acquisition, perfected at scale.

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Grepsr is a powerful Big Data service. We offer efficient and customizable data extraction, automation, and analysis solutions for businesses dealing with large datasets. With our user-friendly interface and robust functionality, Grepsr enables organizations to streamline data collection.

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Alteryx Designer logo

The AI Platform for Enterprise Analytics

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Alteryx enables the preparation, blending and analysis of data using repeatable workflows, facilitating a faster reporting of analytics for deeper BI insights

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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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Forestpin Analytics logo

Cloud-based financial risk management solution

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Forestpin Analytics is a data analytics platform designed to help businesses mitigate operational risk and gain actionable insights from their data. The solution leverages outlier detection and machine learning algorithms to highlight hidden patterns and anomalies within the data.

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Phocas logo

Business intelligence, financial reporting & sales analytics

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Phocas provides big data analytics to uncover trends, patterns, correlations or other useful insights that lead to tangible results.

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MongoDB logo

Database management and application development software

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AI demands adaptability. MongoDB offers flexible, scalable, AI-ready data solutions, eliminating friction and accelerating innovation.

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Hermix logo

Win public contracts with AI

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Hermix helps companies win public contracts, with tender monitoring, analysis, and market intelligence based on AI

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vSphere logo

Server virtualization software for managing applications

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vSphere is a server virtualization software designed to help businesses manage applications and modernize workflows using virtual machines, Kubernetes, and containers. Enterprises can protect their hybrid cloud infrastructure against malware, ransomware, and other threats using built-in security capabilities.

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Snowflake logo

Cloud data platform for tech professionals and businesses

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Snowflake is a cloud data platform that can enable critical data workloads and secure collaboration. This solution can be used to run data across multiple regions for a single, unified experience across a business ecosystem. Using a multi-cluster shared data architecture, Snowflake provides access to the same data without affecting business performance. The platform can scale to any volume of data and number of users.

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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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Lobster Data World logo

Connecting People & Data for a Better Future.

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Lobster is a 360° digital ecosystem that streamlines data integration, orchestration, and connectivity across enterprises.
The Lobster Data Platform, Data Network and a growing portfolio of plug-and-play Lobster Data Products build our Lobster Data World.

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Gathr logo

Power AI with complete data context

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Gathr.ai powers AI with complete data context for higher quality intelligence.

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Crashlytics logo

Crash reporting solution for iOS and Android developers

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Mobile developers have no visibility into how their apps perform in customers’ hands. Until now. Crashlytics is an elegant tool to a big data problem. Most powerful, yet lightest weight crash reporting solution, we find the needle in haystack, even the exact line of code that your app crashed on.

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Neural Designer logo

Code-Free Data Science and Machine Learning Platform

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Neural Designer is a user-friendly app for data science and machine learning.

It allows you to build AI-powered applications without coding or building block diagrams.

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Numerik logo

Data-driven sales mastery at your fingertips

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Numerik harnesses big data to provide sales teams with deep, actionable insights. Our platform processes vast datasets, turning them into valuable intelligence for strategic decision-making.

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SyncSpider logo

Integrate, automate data flow, synchronize data among apps

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SyncSpider is an integration tool designed to help eCommerce businesses automate multi-channel sales processes, connect apps together, sync inventory data, and more. An automation tool built for eCommerce, it helps grow revenue, centralize stocks, improve the buying experience for customers. sync data across apps and marketplaces.

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Wolfram Mathematica logo

Simulation solution for technical computing.

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Wolfram Mathematica is a simulation solution that offers a variety of functions including natural language input, real-world data capabilities, high-powered computation, and more. The platform provides various features such as machine learning, data science, and visualization. Its intuitive interface, predictive suggestions, and rich document organization make it incredibly user-friendly.

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SCALUE logo

Business performance management software

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SCALUE is a business-performance management software that helps procurement teams gain real-time insight into total spending to discover hidden costs and inefficiencies across business processes. Administrators can categorize unstructured procurement data and monitor key performance indicators (KPIs).

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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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Amazon EC2 Spot logo

Web-based software for increasing Amazon EC2 capacity

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Amazon EC2 Spot is designed to help software developers increase the compute capacity in AWS Cloud and resize instances as per the business requirement. Organizations can utilize spot instances to launch, run, and maintain various fault-tolerant applications including big data, CI/CD, stateless web servers, API endpoints, analytics tools, and rendering workloads.

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Open Automation Software logo

Industrial Internet of Things (IoT) solution

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Open Automation Software is an open-architecture industrial Internet of Things (IoT) solution that helps businesses connect any data source to Web, NET, databases, and other open data format destinations or applications. It provides several developer tools, APIs and SDKs, allowing administrators to build and customize integrations, tag configurations and data feeds.

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Gigasheet logo

Cloud Big Data Spreadsheet

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Gigasheet is the cloud big data spreadsheet. Gain insights from your data in minutes, not days or hours. If you can use a spreadsheet, you can get started with big data analysis and data science.

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Blossom Sky logo

Federated AI Learning and Data Analytics

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Blossom is a system designed to fully support cross-platform data processing: the platform enables users to run data analytics over multiple data processing platforms.

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