Azure Data Factory Alternatives (September 2025)

Azure Synapse Analytics is a limitless analytics service that brings together enterprise SQL data warehousing and big data analytics services.

Get more value from your enterprise data assets with Azure Data Catalog. Spend less time looking for data and more time getting value from it. Get started today.

Build apps faster and scale automatically on Azure SQL Database, the intelligent, fully managed relational cloud database.

Built on the proven analytical engine in Microsoft SQL Server Analysis Services, Azure Analysis Services delivers enterprise-grade data modeling in the cloud.

Get HDInsight, an open-source analytics service that runs Hadoop, Spark, Kafka, and more. Integrate HDInsight with big data processing by Azure for even more insights.

Store data of any size, shape, and speed with Azure Data Lake. Power your big data analytics, develop massively parallel programs, and scale with future growth.

Learn about Azure Event Hubs, a managed service that can ingest and process massive data streams from websites, apps, or devices.

Easily develop and run massively parallel data transformation and processing programs in U-SQL, R, Python, and .NET over petabytes of data.

Learn about Azure Automation, a cloud automation service for process automating those long-running, error-prone, frequently repeated tasks with Windows PowerShell.

Try Azure File Storage for managed file shares that use standard SMB 3.0 protocol. Share data with on-premises and cloud servers, integrate with apps, and more.

For assessment and data migration software, choose Azure Database Migration Service for moving on-premises SQL Server and Oracle databases to the cloud.

Gain end-to-end observability into your applications, infrastructure, and network both on cloud and hybrid environments with Azure Monitor.

Get 10 free parallel jobs for cloud-based CI/CD pipelines for Linux, macOS, and Windows. Automate builds and easily deploy to any cloud with Azure Pipelines.

Easily solve your most complex data pipeline challenges with Rivery’s fully-managed cloud ELT tool. Start a FREE trial now!

Learn about Azure Batch, a Microsoft cloud computing service for running large-scale parallel and batch compute jobs.

Kickstart your data integration projects with Astera Centerprise – an ETL platform to cleanse, transform, and consolidate disparate data.

Azure Cosmos DB is a fully managed NoSQL and relational database for modern app development. Start building applications with a free trial.

Create event-driven, scalable serverless applications in .NET, Node.js, Python, Java, or PowerShell with the Azure Functions app— a serverless computing service.

Keep connected with Azure Service Bus, a cloud messaging system for connecting apps and devices across public and private clouds.

Use Azure Arc solutions for hybrid and multi-cloud management to run Azure services anywhere. Accelerate innovation with Azure Arc–enabled data services.

Manage billions of IoT devices with Azure IoT Hub, a cloud platform that lets you easily connect, monitor, provision, and configure IoT devices.

Migrate and build apps. Azure App Service is a fully managed platform for creating web applications. The app service offers a range of app development plans and services.

Connect cloud services with dashboards, data warehouses, and data lakes. ETL, reverse ETL, and data replication all in one platform. No coding required.

Try Azure Database for PostgreSQL to build reliable and intelligent applications for your organization. Explore open-source PostgreSQL database.

Azure API Management offers a scalable, multi-cloud API management platform for securing, publishing, and analyzing APIs.

Get more value from your data with Microsoft Fabric—an AI-powered analytics platform that unites your data and services, including data science and data lakes.

Discover Cloudera DataFlow, a cloud-native universal data distribution service powered by Apache NiFi. Get started today.

Build, manage, and monitor all your apps in Microsoft Azure Portal. A single, unified hub built for you, your team, and your projects.

Reach wider audiences on the devices they use with cloud video streaming, encoding, and indexing services from Azure Media Services.

Invent with purpose, realize cost savings, and make your organization more efficient with Microsoft Azure’s open and flexible cloud computing platform.

Talend Data Fabric offers a scalable, cloud-independent data fabric that supports the full data lifecycle, from integration and quality to observability and governance.

Estuary Flow is the most reliable real-time data integration platform for ETL, ELT, CDC and streaming pipelines. Build and automate data pipelines. Try it free!

At Build, we announced the latest update of Azure IoT Remote Monitoring, a solution accelerator that is fully operational right out of the box.

Confluent makes it easy to connect your apps, data systems, and entire business with secure, scalable, fully managed Kafka and real-time data streaming, processing, and analytics.

Azure API Apps give you the tools to develop, host, secure, and share REST APIs in your organization or with the world.

Azure Archive Storage provides a low cost means of delivering durable, highly available, secure cloud storage and data management for rarely accessed data.

Run complex, performance-intensive and latency-sensitive applications in the cloud—without any code change.

Azure Service Fabric is a distributed systems platform that makes it easy to package, deploy, and manage scalable and reliable microservices and containers.

CloverDX is a flexible, scalable and all-encompassing data integration platform. Discover how it can enhance your organization’s data processes.

Talend Data Integration is an enterprise data integration tool to connect, transform, and manage data from different sources to deliver business value.

Learn how Azure Stack brings the agility of cloud computing to your on-premises environment.

AWS Glue is a serverless data integration service that makes it easy to discover, prepare, integrate, and modernize the extract, transform, and load (ETL) process.

Build machine learning models in a simplified way with machine learning platforms from Azure. Machine learning as a service increases accessibility and efficiency.

Build, manage, and deliver solutions through the Azure Marketplace or Service Catalog with Azure Managed Applications.

Maximize the power and value of your data. Talend Data Fabric integrates, cleans, governs, and delivers the right data to the right users.

Learn how Azure Backup and Azure Site Recovery integrate to provide an end-to-end backup and disaster recovery solution with unlimited scale.

Use the Azure Migrate hub of cloud migration tools and services to assess your current workloads and plan and implement your migration to Azure.

Learn about high-performance block storage for Azure Virtual Machines. Explore cost-effective options with cloud Ultra, SSD, and HDD disks.

Store images for all types of container deployments and OCI artifacts, using Azure Container Registry.

With Azure SignalR Service, adding real-time communications to your web application is as simple as provisioning a service.

This article provides an introduction to Spark in HDInsight and the different scenarios in which you can use Spark cluster in HDInsight.

Enhance your data insights and integrate your daily apps with Power BI, a unified platform for data visualization and self-service business intelligence

Run your production workloads on hybrid, hyperconverged infrastructure (HCI) with Azure-Arc enabled Azure Stack HCI. Modernize your edge computing environments.

Unlock full potential of your data with Pentaho+ Data Integration - designed to seamlessly combine diverse data types from various sources into singular, coherent pipelines.

Azure Kubernetes Service (AKS) is a managed Kubernetes service with hardened security and fast delivery. Deploy and manage containerized applications with AKS.

Build Linux and Windows virtual machines (VMs) and save up to 80 percent with Azure Reserved Virtual Machine Instances and Azure Hybrid Benefit for Windows Server.

IBM DataStage is a data integration tool that offers a visual interface for designing, developing and deploying data pipelines.

Share code, track work, and ship software using integrated developer tools, hosted on-premises with Azure DevOps Server

Azure Blob storage provides scalable, cost-efficient object storage in the cloud. Store and access unstructured data for your most demanding workloads.

COZYROC | SQL Server 2005 2008 2012 2014 2016 2017 2019 2022 Integration Services (SSIS) information, scripts, tasks, components, productivity.

Kensu is a Data Observability solution that helps monitor data in real-time, cut resolution time in half, and restore trust in data.

Azure OpenAI Service offers industry-leading coding and language AI models that you can fine-tune to your specific needs for a variety of use cases.

Learn about Azure Cloud Services, which helps you deploy and scale powerful cloud applications and APIs. Supports Java, Node.js, PHP, Python, .NET, and more.

Create Maven, npm, and NuGet package feeds from public and private sources. Share code, get security compliance, and add package sharing to pipelines.

A browser-based shell experience in the cloud that’s maintained by Microsoft to manage Azure resources with popular command-line tools and programming languages

Lyftrondata is a leading data integration platform that enables enterprises to access, unify, and analyze data from any source in real-time.

Learn about changes, improvements, and features in Azure Time Series Insights Gen2.

Protect against ransomware with a centralized cloud backup service and solution.

Azure Table storage provides a NoSQL key-value store for rapid development using massive semi-structured datasets. Get started today.

Lower TCO. Migrate SQL Server workloads to the cloud to get the HA/DR and security of SQL Server combined with the flexibility and hybrid connectivity of Azure.

Keboola: All-in-one data platform, 700+ integrations, AI tools. Empower your teams with self-serviced data reports. Start your free project today.

TimeXtender is a holistic, metadata-driven solution for data integration, empowering you to build data solutions 10x faster while reducing costs by 70%.

Engage with your customers across multiple platforms and simplify the sign-in experience with Azure Active Directory B2C.

Astera Data Warehouse Builder helps you design, develop, and deploy your enterprise data warehouse with ease and at unprecedented speeds.

Learn about Azure Red Hat OpenShift, an OpenShift service managed by Microsoft and Red Hat with Kubernetes PaaS at its core. Discover a turnkey container platform.

Discover why CluedIn is the preferred choice for organizations that need to deliver high quality data, fast, on Microsoft Azure.

Protect, monitor, and report on your Azure Virtual Network resources using Azure Firewall, a cloud-native network security and analytics solution.

Build, debug, deploy, and manage cloud applications—using any platform or language—with Azure development tools, including Visual Studio.

Learn about Azure Virtual Network. Create your own private network in the cloud. View features and build a hybrid IT infrastructure you can control.

Learn how Azure App Service helps you develop and host web applications.

With a Data Intelligence Engine that understands your data’s uniqueness, the Databricks Platform allows you to infuse AI into every facet of your business.

Enjoy fast, private cloud connections—including MPLS VPN connections—between Azure and on-premises datacenters with Azure ExpressRoute.

Embed stunning, fully-interactive reports into your apps without building controls from the ground up with Microsoft Power BI Embedded.

Store, manage, and simplify all your unstructured data and hybrid workflows in one platform, anywhere - at the edge, in the core, or in any cloud.

Explore Airbyte, your go-to data integration platform and ELT tool. Seamlessly integrate, transform, and load data with our powerful, user-friendly solution.

Devart SSIS Data Flow Components for cloud data sources and databases: Sources, Destinations, and Lookups with their own connection managers.

StreamSets data integration platform is a single interface for creating, reusing and sharing data pipelines to unlock your data without ceding control.

Microsoft Sentinel is a cloud-native SIEM that provides intelligent security analytics for your entire enterprise, powered by AI.

Azure Quantum is a Microsoft Azure service that you can use to run quantum computing programs problems in the cloud.

Connect data assets and transform them into critical business insights with the SAP Data Intelligence Cloud service.

Make autoscaling your VMs easier with Azure Virtual Machine Scale Sets. Run thousands of virtual machines in minutes based on customizable metrics.

An enterprise-grade data integration platform built around data-products, making it easy and fast for Analytics and AI users to get ready-to-use data

Integrate.io - Unify your data while building & managing clean, secure pipelines for better decision making. Power your data warehouse with ETL, ELT, CDC, Reverse ETL, and API Management.

Learn how to use Azure StorSimple, an integrated storage solution that manages storage tasks between on-premises devices and Azure cloud storage.

End to end Business Activity Tracking and Monitoring tool, For hybrid integration solutions involving Microsoft BizTalk Server & Azure Logic Apps

Skyvia is the all-in-one cloud data platform for no coding data integration, cloud to cloud backup, management via SQL and data access via OData interface.

Skyvia is the all-in-one cloud data platform for no coding data integration, cloud to cloud backup, management via SQL and data access via OData interface.

Amazon AppFlow is an integration service that enables you to securely transfer data between SaaS applications and AWS services without code.

Try Veeam Backup for Microsoft Azure now and get a native, cost-effective, secure and enterprise-ready Azure backup solution.