Best Data Migration Software for Cloud

GS RichCopy 360 Enterprise is a powerful, multi-threaded file replication solution built for enterprise-grade speed, automation, and reliability. Key Features: ⚡ Up to 255 threads for high-speed transfers 📁 Fast file copy between servers, NAS devices, and remote sites 🔐 Handles locked/open files, long paths, and NTFS permissions 📅 Automated scheduling, runs as a Windows service 📊 Central dashboard for job control and monitoring ☁️ Integrates with Azure Blob and Azure Files, AWS S3, Google Drive, Google Cloud, SharePoint, OneDrive, ShareFile, Wasabi, Backblaze, Nasuni, Box, WebDAV, FTP, SFTP, S3 Compatible, AutoDesk and more 🛠️ Advanced filtering, delta copy, error recovery, and detailed logging Use Cases: Ideal for server migrations, cloud sync, remote replication, and disaster recovery. Why It Stands Out: Trusted globally by IT teams for its speed, reliability, and ease of use—over 1 million installs worldwide.

GS RichCopy 360 Standard is a powerful file copy and migration tool designed for Windows servers and workstations. It delivers multi-threaded performance for fast, efficient file transfers across local drives, network shares, and supported cloud platforms. Key Features: ⚡ Multi-threaded copy engine for high-speed performance 🔐 Preserves NTFS permissions, timestamps, and attributes 📁 Supports open/locked files and long path names 📅 Automated scheduling and run-as-a-service capability ☁️ Supports cloud targets like Azure, AWS, and Google Drive 🛠️ Delta copy, error recovery, retry logic, and CLI support 📊 Detailed logging and email notifications 🧩 Pause/resume functionality for interrupted jobs 🧠 Real-time progress tracking and job status updates 🧪 Pre/post copy scripting for custom workflows Why It’s Trusted: Used by thousands of IT professionals, it is known for its reliability, ease of use, and in backup, replication, and migration tasks.

iceDQ is the #1 data reliability platform offering powerful, unified capabilities for Data Testing, Data Monitoring, and Data Observability. Designed for modern data environments, iceDQ automates complex data pipelines and data migration testing to ensure accuracy, integrity, and trust in your data systems. Its AI-based observability engine continuously monitors data in real-time, quickly detecting anomalies and minimizing business risks. With robust cross-platform connectivity, iceDQ supports seamless data validation, data profiling, and data reconciliation across diverse sources — including databases, files, data lakes, SaaS applications, and cloud environments. Whether you're migrating data, ensuring ETL/ELT process quality, or monitoring live data streams, iceDQ helps enterprises deliver high-quality, reliable data at scale. From financial services to healthcare and beyond, organizations rely on iceDQ to make confident, data-driven decisions backed by trusted data pipelines.

QuerySurge leverages AI to automate the data validation and ETL testing of Big Data, Data Warehouses, Business Intelligence Reports and Enterprise Apps/ERPs with full DevOps functionality for continuous testing. Use Cases - Data Warehouse & ETL Testing - Hadoop & NoSQL Testing - DevOps for Data / Continuous Testing - Data Migration Testing - BI Report Testing - Enterprise App/ERP Testing QuerySurge Features - Projects: Multi-project support - AI: automatically create datas validation tests based on data mappings - Smart Query Wizards: Create tests visually, without writing SQL - Data Quality at Speed: Automate the launch, execution, comparison & see results quickly - Test across 200+ platforms: Data Warehouses, Hadoop & NoSQL lakes, databases, flat files, XML, JSON, BI Reports - DevOps for Data & Continuous Testing: RESTful API with 60+ calls & integration with all mainstream solutions - Data Analytics & Data Intelligence:  Analytics dashboard & reports

Data Migration Manager (DMM) for OutSystems automates data & BPT migration, export, import, data deletion or scramble/anonymization between all OutSystems environments (Cloud, Onprem, PaaS, Hybrid, mySQL, Oracle, SQL Server, Azure SQL, Java or .NET) and versions (8, 9, 10 or 11). Only solution with FREE download directly from the OS FORGE! Did you... Upgrade servers, migrate apps but now you need to migrate the data & BPT or Light BPT? Need to migrate data from the Qual to Prod Environment to populate lookup data? Need to migrate from Prod to Qual to replicate situations that need fixing or just getting a good QA environment for testing? Need to backup data for later restore of a demo environment? Need to import data into OutSystems from other systems? Need to validate performance or do pen testing? What is Infosistema DMM? https://www.youtube.com/watch?v=strh2TLliNc Reduce costs, reduce risk, increase time-to-market! DMM is the fastest solution!

Supermetrics started with a bold idea: to make marketing data simple and accessible for businesses everywhere. Today, over 200K organizations, including Nestlé, Warner Bros, and Dyson, trust Supermetrics to streamline their marketing analytics. What began as a solution to connect data has evolved into a platform that extracts and consolidates data from 150+ marketing and sales platforms—like Google Analytics, Facebook Ads, and HubSpot—into preferred destinations. This has earned Supermetrics a spot on G2’s 2024 Top 50 Best EMEA Software Companies list. Driven by a commitment to innovation, transparency, and customer success, Supermetrics empowers marketers to use data to solve problems and create opportunities. With a collaborative culture fostering creativity, Supermetrics is dedicated to helping clients succeed in a competitive market. As marketing evolves, Supermetrics will continue to innovate, delivering powerful tools and a unified approach to marketing analytics worldwide.

IRI NextForm converts and replicates database data and schema, and modernizes file formats and layouts so they can be used in new applications. NextForm also creates federated views to speed insights. NextForm also gives you the opportunity to cull data as you move it, optimizing I/O and reducing storage. Slash 75% off design and run time with point-and-click field mapping that help you control your data with ease. NextForm is one of several data management products front-ended in a free Eclipse IDE, and another metadata-compatible spinoff from the SortCL program in IRI CoSort, NextForm comes in several editions, including a FREE Lite version for converting field data types, record layouts, and many flat-file formats, and for creating basic reports from flat files.

Alembic is a lightweight database migration tool that can be used with the SQLAlchemy database toolkit for Python. Alembic is written by the author of SQLAlchemy. While Alembic can be installed system-wide, it’s more common that it’s installed locally in a virtual environment, as it also uses libraries such as SQLAlchemy and database drivers that are more appropriate for local installations. Can emit statements to a database in order to change the structure of tables and other constructs. Provides a system whereby "migration scripts" may be constructed; each script indicates a particular series of steps that can "upgrade" a target database to a new version, and optionally a series of steps that can "downgrade" similarly, doing the same steps in reverse. Very open-ended and transparent configuration and operation. A new Alembic environment is generated from a set of templates which is selected among a set of options when setup first occurs.

The IRI Data Manager suite bundles the tools you need for faster data manipulation and movement: 1) CoSort makes light work of big data processing "heavy lifts" in DW ETL, BI/analytics, DB loads, sort/merge offload, etc. 2) FACT dumps very large database (VLDB) tables in parallel to flat files for ETL, DB migration, reorg, and archive. 3) NextForm performs and speeds file and table conversion, remapping, DB replication, data re-formatting, and federation. 4) RowGen subsets DBs or synthesizes structurally and referentially correct test data in tables, files, and reports. These IRI products address data integration and staging (ETL/ELT), big data packaging and provisioning, BI reporting and data wrangling (preparation) and DevOps. Use them alone or in the IRI Voracity platform to: improve data quality; speed sorting and data transformation; migrate and replicate data; replace legacy sorts; and, synthesize (plus virtualize) smart RDB and file test data.

PCmover® Enterprise is the ONLY tool recommended by Microsoft and Intel and will save hours of IT time and resources throughout your PC hardware and OS refreshes – more than $300 per PC according to industry research Enterprises and large organizations can save over 60% on both hard and soft costs when using PCmover®. It's Microsoft's only recommended migration solution that can be used for all types of transfer scenarios - break/fix, ongoing PC and OS refreshes for any size network. Remote Home Office Migrations - PCmover® Enterprise wins in direct competition over USMT and other tools by meeting demands by central IT departments. Key Features: - Automated PC Migrations - Multiple PC Migration Scenarios - Simple Implementation - Enterprise Class Support - Zero-Touch PC Migrations - Remote PC Migrations

Robust schema evolution across all your environments. With ease, pleasure, and plain SQL. Version control for your database, so you can migrate it with ease and confidence. Flyway lets you regain control of your migrations with ease. Flyway migrates your database, so you don't have to worry about it. Releases have never been this easy. Plain SQL scripts (including placeholder replacement). No proprietary XML formats, no lock-in. Java-based migrations for advanced data transformations and handling with LOBs. All you need is Java 7+ and your Jdbc driver and you're good to go! Filesystem and classpath scanning to automatically discover SQL and Java migrations. Safe for cluster environments. Multiple machines can migrate in parallel. Ship migrations together with the application and run them automatically on startup using the API. Inconsistent database or failed migration prevents app from starting.

The service is easy to use, you don’t need to install any drivers, and the entire migration process is configured via the management console in just a few minutes. The service lets you keep your source database running and minimize the downtime of the apps that use it. The service restarts jobs itself if any problems occur. If it can’t continue from the desired point in time, it automatically returns to the previous migration stage. A service for migrating your databases from other cloud platforms or local databases to Yandex cloud-managed database services. You need to start a transfer, which is the process of transmitting data between two endpoints. The endpoints contain the settings of the source database you’re going to transfer the data from and those of the target database for your data. The Yandex Data Transfer service allows you to perform various types of transfers between source endpoints and target endpoints.

An easy to use, powerful, and reliable system to process and distribute data. Apache NiFi supports powerful and scalable directed graphs of data routing, transformation, and system mediation logic. Some of the high-level capabilities and objectives of Apache NiFi include web-based user interface, offering a seamless experience between design, control, feedback, and monitoring. Highly configurable, loss tolerant, low latency, high throughput, and dynamic prioritization. Flow can be modified at runtime, back pressure, data provenance, track dataflow from beginning to end, designed for extension. Build your own processors and more. Enables rapid development and effective testing. Secure, SSL, SSH, HTTPS, encrypted content, and much more. Multi-tenant authorization and internal authorization/policy management. NiFi is comprised of a number of web applications (web UI, web API, documentation, custom UI's, etc). So, you'll need to set up your mapping to the root path.

ibi Data Migrator is a comprehensive ETL (Extract, Transform, Load) tool designed to streamline data integration across diverse platforms, from on-premises systems to cloud environments. It facilitates the automation of data warehouse and data mart creation, enabling access to source data in various formats and operating systems. The platform integrates multiple data sources into single or multiple targets, applying robust data cleansing rules and logic to ensure data quality. With specialized high-volume data warehouse loaders, users can schedule data updates at user-defined intervals, triggered by events or conditional dependencies. The system supports loading star schemas with slowly changing dimensions and offers extensive logging and transaction statistics for enhanced insight into data operations. Its graphical user interface, the data management console, allows for the design, testing, and execution of data and process flows.