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Big Data Software

Last updated: April 2026

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67 software options

Upsolver logo

Data lake platform, on-premises or in the cloud

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Upsolver’s data lake platform helps simplify the process for developers to integrate, manage and structure streaming data for analysis, whether on-premises or in the cloud, through a set of advanced stream processing algorithms and an intuitive drag & drop interface

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Millimetric.ai logo

AI-enabled key performance indicator analysis platform

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Millimetric.ai is an automated KPI analysis software designed to help businesses utilize artificial intelligence and machine learning algorithms to monitor, identify, and understand anomalies, trends, and relationships across enterprise datasets. Marketing teams can connect the platform with several data sources and conduct root cause diagnostics on issues in real-time.

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Qubole Data Service logo

Big-data-as-a-service provider

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Qubole provides a managed Big Data service that makes it simple to prepare, integrate and explore Big Data in the cloud. It is trusted by the largest brands in social media, online advertising, gaming and other data-intensive companies such as Pinterest, Quora, MediaMath and TubeMogul.

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Altova MapForce logo

ETL and Data Mapping Tool

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Altova MapForce is a data mapping tool that enables users to define, execute, and manage complex data integration and mapping relationships.

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Riak logo

Open-source NoSQL database management solution

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Riak KV is an open-source NoSQL database solution designed to help businesses control, replicate, retrieve and distribute data across multiple servers. It includes Riak Control, which allows users to inspect and manage the health, nodes, associated rings and memory consumption for each cluster.

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Trendalyze logo

Visualize, search & monitor for micro-trends in data

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Leverage Hadoop platforms and AWS, Azure, GCP and OCI big data cloud services

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WinPure logo

Web-based email verification solution

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WinPure is a web-based solution that helps businesses across healthcare, banking, education, insurance, and other sectors validate and verify email addresses. It allows managers to manage email lists, highlight email addresses with fake or improper names, and upload files in CSV formats.

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CoolPlanet logo

Business intelligence software designed for factories

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Clarity is business intelligence software designed specifically for factories. Clarity can help everyone from operators to plant managers, maintenance managers to CEOs understand their data and plant better.

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Zerve logo

Platform for managing data science and AI/ML development

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Zerve is the agentic data workspace designed for anyone who works with data, from solo analysts, data scientists, business users and teams alike. Zerve brings together exploration, advanced analysis, collaboration, and production deployment into a single AI-native environment.

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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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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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Worksheet Systems logo

Build online databases & custom business applications

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Worksheet Systems enables users to build enterprise quality custom business applications for data management needs, without any coding knowledge required

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OpenText Analytics Database logo

Big data analytics and machine learning solution

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Vertica is a powerful big data analytics platform that enables organizations to analyze their data on-premises, in the cloud, or on Hadoop. The analytics capabilities are enhanced by machine learning and predictive analytics, which enable users to uncover insights and identify patterns in their data.

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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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ZIPPYDOC logo

Data analysis and processing platform

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ZIPPYDOC is a web-based platform that can generate complex problem solutions for data analysis issues.

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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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Peakboard logo

The low-code platform for industrial applications.

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Peakboard's low-code platform simplifies digitalization in production and logistics. It assists in process monitoring and system management. Gathering data from various sources like SAP, machine controls, and Excel, it offers real-time evaluation and display for more operational excellence.

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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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Hevo logo

No-code, data pipeline for advanced ETL, ELT and Reverse ETL

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Hevo is a no-code, bi-directional data pipeline technology designed specifically for advanced ETL, ELT, and Reverse ETL requirements.

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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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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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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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Sumo Logic logo

Unified Logs & Metrics for Full App Visibility

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Sumo Logic is a log management and data analytics software that creates information based on data feeds. It assesses server, application and website performances by creating graphs and charts. It creates alerts when data reaches certain levels which in turn notify of potential threats/downtime.

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Google Cloud BigQuery logo

Serverless and Multi-cloud Data Warehouse

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BigQuery is a serverless and multi-cloud data warehouse designed to help users turn big data into valuable business insights. Users can query structured data without the need to store it or load it into their own systems first.

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Anaconda logo

Open-source data science platform

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Anaconda is an open-source data science platform designed for enterprises, academic institutions, government agencies, and individuals. It provides the tools to help data scientists and engineers develop applications and production-scale, performant machine learning applications with Python.

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