getapp-logo

App comparison

Add up to 4 apps below to see how they compare. You can also use the "Compare" buttons while browsing.

Software categoriesBlog & researchAbout us

GetApp offers objective, independent research and verified user reviews. We may earn a referral fee when you visit a vendor through our links. 

Big Data Software with Data Migration (2026) - Page 3

Last updated: April 2026

1 filter applied

Features

Integrated with

Pricing model

Devices supported

Organization types

User rating

69 software options

Instaclustr Apache Kafka logo

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

learn more
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.

Read more about Instaclustr Apache Kafka

Users also considered
Tonic logo

Realistic test data generation for developers

learn more
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.

Read more about Tonic

Users also considered
BOEM logo

A data toolbox for business management & decision-making.

learn more
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.

Read more about BOEM

Users also considered
Intelligent Engagement Platform logo

Customer engagement and experience software

learn more
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.

Read more about Intelligent Engagement Platform

Users also considered
Lumada DataOps Suite logo

Data automation and management software

learn more
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.

Read more about Lumada DataOps Suite

Users also considered
Actian Data Platform logo

A fully managed cloud data platform service.

learn more
Actian Data Platform is a vectorized, MPP, ANSI SQL compliant, RDBMS that runs on AWS, Azure, and Google Cloud.

Read more about Actian Data Platform

Users also considered
Diyotta logo
(0)

Effortless Data Integration for Analytics Teams

learn more
Diyotta is a data integration software that provides businesses with tools to automatically source, process, and analyze collected data on a centralized platform. Administrators can gain an overview of all synchronized data and variation trends through graphs & actionable analytics.

Read more about Diyotta

Users also considered
Acceldata logo
(0)

Data observability and agentic data management solution

learn more
Acceldata helps enterprises run complex big data systems across clouds with efficiency and reliability. By improving visibility, performance, and costs, it turns large-scale data into a trusted asset that supports insights, growth, and AI readiness.

Read more about Acceldata

Users also considered
OPC Router logo
(0)

IoT and data management solution

learn more
OPC Router functions as a comprehensive communication middleware designed specifically for Industry four point zero environments. The universal translator enables streamlined communication between diverse systems and protocols, integrating into existing automation and production environments. The platform connects all industry-relevant systems through powerful modular plug-ins, creating a central communication hub that automates data exchange across the entire production ecosystem.

Read more about OPC Router

Users also considered
iomete logo
(0)

Data Lakehouse platform for AI and analytics

learn more
iomete provides an open-source Lakehouse platform for Amazon Web Services users. Key features include schema evolution, data versioning, concurrency control, metadata management, and more. Compatible with Apache Iceberg and Apache Spark, it includes a SQL editor, a data catalog, and built-in business intelligence (BI).

Read more about iomete

Users also considered
Scribble Data Enrich logo
(0)

Build data products at the speed of ideas

learn more
Scribble Data's Enrich platform allows you quickly transform raw data into outcome-oriented low-code data products. Its Hasper LLM-based engine helps generates proactive recommendations and bridges the gap between Generative AI, ML, and Advanced Analytics with context, and unmatched security.

Read more about Scribble Data Enrich

Users also considered
SCIKIQ logo
(0)

We make AI possible for enterprises.

learn more
SCIKIQ builds an AI Nervous System for enterprises, an Intelligence Layer that sits on top of existing data stack, it makes any enterprise or function Ready with intelligence along with conversational Analytics and KPI Deep Dive.

Read more about SCIKIQ

Users also considered
Suadeo logo
(0)

Self-data service (SDS) platform for data management

learn more
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.

Read more about Suadeo

Users also considered
DataKitchen logo
(0)

Cloud-based DataOps platform

learn more
DataKitchen is a cloud-based DataOps platform that helps organizations automate the development and production workflows and facilitate collaboration among cross-functional teams. Users can create work environments using pre-configured tools, datasets, values, and hardware and merge and align individual work with the team.

Read more about DataKitchen

Users also considered
Exponam logo
(0)

Better Data

learn more
The Exponam solution is a better way to share, move, store, and explore data. Use Exponam .BIG files with your existing technology architecture, in or out of the cloud, to make large and sensitive data exchange faster, more secure, and cheaper.

Read more about Exponam

Users also considered
BEEM logo
(0)

Connect, transform, and analyze all your company data.

learn more
From automated reports to BI and all the way to AI, BEEM offers an end-to-end platform that helps your organization use your data securely.

Read more about BEEM

Users also considered
DataClarity Unlimited Analytics logo
(0)

Free, modern, enterprise-grade embedded analytics platform

learn more
DataClarity Unlimited Analytics is the only free modern enterprise-grade embedded analytics and data platform that provides a self-service, powerful, secure, and seamless end-to-end experience.

Read more about DataClarity Unlimited Analytics

Users also considered
API Server logo
(0)

Build enterprise-ready REST APIs from any database

learn more
CData's API Server can be used to build REST APIs from any database including SQL Server, MySQL, DB2, Mongo, and others. API Server users can create fully-documented, discoverable APIs using existing enterprise data. This solution provides configuration options for database / data source connection plus authentication and permissions for increased security. It allows users to publish APIs locally or in the cloud. API Server can integrate with Microsoft Power BI and other popular systems.

Read more about API Server

Users also considered
INDICA logo
(0)

Data Management Platform

learn more
INDICA has developed a unique high performance Data Management Platform.
Find the right information fast and make better decisions.

Read more about INDICA

Users also considered