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Top Rated Big Data Software with Data migration - Page 2

Last updated: September 2026

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71 software options

OpenText Analytics Database logo

Big data analytics and machine learning solution

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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Worksheet Systems logo

Build online databases & custom business applications

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

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Zuar Runner logo

Orchestrate Data. Enable Insights.

Zuar Runner: Automate data extraction, transformation, staging, and orchestration across hundreds of data sources, making analytics-ready data available at scale.

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MarkLogic logo

Integrated NoSQL database for data storage and management

MarkLogic is an on-premise and cloud-based data management software that helps businesses utilize operational and transactional NoSQL databases to integrate, store, and access data. It enables supervisors to collect information from multiple sources and index them for query and search purposes.

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WinPure logo

Web-based email verification solution

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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Datadog logo

Cloud-based observability & security for all sizes

Datadog is a full stack monitoring service for IT, Operations, Security, and Development teams who develop and run cloud applications and deal with large amounts of data.

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Qrvey logo

AI-Native Embedded Analytics for SaaS Companies

Qrvey is the AI-native embedded analytics platform designed specifically for SaaS companies.

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BOEM logo

A data toolbox for business management & decision-making.

BOEM is cloud-based software, specifically designed for managers, that collects, treats, and analyses data in real-time. Through KPI and artificial intelligence, it sends automatic reports and notifications to help businesses grow.

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Hopsworks logo

Machine learning (ML) application building platform

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.

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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Integrate.io logo

The Only Complete "No-Code" Data Pipeline Solution.

Integrate.io is the first platform with a complete set of tools & connectors for true data-driven decision making. Unify Your Data Stack: Become Clairvoyant.

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Instaclustr Apache Kafka logo

Open source-as-a-service tool for Apache Kafka users

Instaclustr Apache Kafka is an on-premise and cloud-based software designed to help Apache Kafka users handle and manage the configuration of clusters to facilitate application building and development processes. Supervisors can use the management console to gain an overview of real-time data streams using monitoring statistics and actionable analytics.

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Select Star logo

Web-based data discovery and governance platform

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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Tableau logo

Analytics platform for teams of all sizes

Cloud, on-premises, and desktop analytics platform offering data visualization, AI-assisted insights, and collaboration tools for.

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Lumada DataOps Suite logo

Data automation and management software

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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Intelligent Engagement Platform logo

Customer engagement and experience software

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

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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SingleStore logo

Database management solution

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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Opinum Data Hub logo

Data analytics software for energy and environment industry

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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Tonic logo

Realistic test data generation for developers

Tonic.ai offers a developer platform for data de-identification, synthesis, and provisioning to keep test data secure, accessible, and in sync across testing and development environments. Get the data you need to shorten your sprints, catch more bugs, and ship better products faster.

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Actian Analytics AI Platform logo

A fully managed cloud data platform service.

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

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

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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Byteplant Address Validator logo

Standardize, Validate and Correct Postal Addresses Worldwide

Byteplant’s Address-Validator is a global address verification API and batch data management tool covering 240+ countries. It helps businesses eliminate failed shipments, standardize postal data, and capture accurate customer addresses in real time across checkout forms, CRMs, and spreadsheets. Sign

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Harper logo

Distributed database with hybrid SQL and NoSQL functionality

HarperDB globally replicates data at the speed of the internet. A single node of HarperDB handles 100,000 requests per second.

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