Apache NiFi is free, open-source software for automating data flows between systems, including cybersecurity, observability, event stream, and generative AI pipelines.
Alternatives to IBM DataStage
Apache Beam is a free, open-source programming model for building data processing pipelines across batch and streaming workloads.
Apache Hop is a free, open-source platform for building data integration pipelines and orchestration workflows.
- 4
EasyMorph
EasyMorph is a visual drag-and-drop data tool and data engineering platform for automating data work.
Free planWebAPISelf-hostedWindows7.7From $600 a year - 5
Oracle WebCenter Content
Oracle WebCenter Content is an enterprise document management and imaging platform for organizations handling documents in transactional business processes.
AndroidiOSWebAPI7.7$3,450 one-time - 6

Skyvia
Skyvia is a web service for integrating, backing up, accessing, and managing cloud data.
Free planWebAPIWindows7.7From $7 a month - 7

AWS Glue DataBrew
AWS Glue DataBrew is a visual tool for preparing data for analytics and machine learning without writing code.
WebAPI7.2 - 8

Azure Data Factory
Azure Data Factory is a paid, web-based service for data integration and transformation.
WebAPISelf-hostedWindows7.2From $0.10 a month - 9
SAP Customer Data Platform
SAP Customer Data Platform unifies customer profiles and related account or individual relationships for B2B and B2C use cases.
WebAPI7.0From $1.15 a month - 10

CloverDX
CloverDX is a self-hosted platform for building, automating, and monitoring production data pipelines.
WebAPILinuxmacOS6.9 - 11

Keboola
Keboola is a unified AI and data platform for creating and orchestrating pipelines, then using the resulting data for analytics and integrations.
Free planWebAPISelf-hosted6.7Free plan - 12

Jitterbit Harmony
Jitterbit Harmony is a hybrid integration platform with workflow orchestration, data transformation, and real-time synchronization.
WebAPILinuxmacOS6.6 - 13

Apache Spark
Apache Spark is a free, open-source engine for large-scale data analytics.
Free planAPILinuxmacOSSelf-hosted6.4Free plan - 14
Google Cloud Data Fusion
Google Cloud Data Fusion is a managed cloud service for building and operating data integration pipelines.
WebAPI6.3From $0.35 a month - 15

Ab Initio Data Platform
Ab Initio Data Platform is software for large organizations processing and managing complex enterprise data.
WebAPILinuxSelf-hosted5.9 - 16
FME Flow
FME Flow deploys data workflows and powers solutions through automation, no-code web apps, and related tools.
iOSWebAPILinux5.9 - 17

Matillion Data Productivity Cloud
Matillion Data Productivity Cloud builds and manages data pipelines for AI and analytics; Matillion says the product is now Maia Foundation.
Web5.9 - 18

Qlik Talend Cloud
Qlik Talend Cloud is a web-based data integration platform with cloud deployment and hybrid options.
Web5.6 - 19
SQL Server Integration Services
SQL Server Integration Services (SSIS) is a platform for enterprise data integration and transformation.
APILinuxSelf-hostedWindows5.6 - 20
FME Form
FME Form is a no-code authoring environment for building data workflows.
LinuxmacOSSelf-hostedWindows5.4 - 215.4
- 22
AWS Glue Data Catalog
Amazon Web Services
5.3From $0.48 a month - 23

SAS Data Management
SAS Data Management is a paid data management product from SAS, a company founded in 1976 and headquartered in Cary, North Carolina, United States.
WebLinuxWindows5.1 - 24
Google Cloud Dataflow
Google Cloud Dataflow is a cloud-deployed data processing service accessed through the web.
Web4.9 - 25
Informatica Data Integration
WebWindows4.9 - 26
Precisely Connect
LinuxWindows4.9 - 27
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