Data Integration & ETL

Compare 152 data integration & etl tools to find the right one for your needs

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🔧 Tools

Compare and find the best data integration & etl for your needs

Polytomic

The easiest way to sync data between your warehouse, databases, and business apps.

A no-code Reverse ETL platform focused on simplicity and speed, enabling anyone to sync data to their business tools.

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Mage

Open-source data pipeline tool for transforming and integrating data.

An open-source data pipeline tool that combines the interactivity of notebooks with the reliability of modular code.

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Shipyard

The modern data orchestration platform.

A cloud-based data orchestration platform that helps data teams launch, monitor, and share their data workflows.

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RisingWave

The real-time event streaming platform.

A distributed SQL streaming database for real-time analytics and stream processing.

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Estuary Flow

Build real-time data pipelines, instantly.

A managed platform for real-time, streaming ETL and CDC.

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Arcion

The only cloud-native, distributed, real-time data replication platform.

High-performance, agentless CDC for enterprise databases.

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Estuary Flow

Real-time, Data-driven Automation.

A real-time data integration platform for building streaming ETL pipelines with historical backfills.

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Rivery

The Complete ELT Platform.

A SaaS ELT platform for data ingestion, transformation, and orchestration.

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Hightouch

The Data Activation Platform.

Hightouch is a Reverse ETL platform that helps you sync data from your warehouse to your SaaS tools.

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BryteFlow

Automated Data Integration for Real-Time Analytics.

A no-code tool for real-time data replication and integration.

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Census

The Data Activation Platform.

Census is a Reverse ETL platform that syncs data from your data warehouse to your business applications.

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Rivery

The complete ELT platform.

Rivery is a SaaS ELT platform that provides a fully-managed solution for data ingestion, transformation, and orchestration.

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Dataddo

Any Data, to Any Destination, in Minutes.

Dataddo is a no-code, cloud-based data integration platform that connects to any online data source and sends the data to a variety of destinations.

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Portable

The Long-Tail ELT Company.

Portable is a cloud-based ELT platform that specializes in building and maintaining connectors for long-tail data sources.

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Dataddo

Any Data, to Any System, in Minutes.

A no-code, cloud-based data integration platform that can send data to a wide range of destinations.

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dbt

The T in ELT.

dbt is a data transformation tool that enables data analysts and engineers to transform data in their warehouse more effectively.

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Rivery

The complete ELT platform.

A SaaS ELT platform that provides a single solution for data ingestion, transformation, and orchestration.

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dbt (Data Build Tool)

The T in ELT.

A transformation workflow that lets teams quickly and collaboratively deploy analytics code.

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Kestra

The open-source data orchestration and scheduling platform.

An open-source, event-driven orchestrator that simplifies data pipelines with a declarative YAML interface.

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dbt (data build tool)

The T in ELT.

A transformation workflow that lets teams quickly and collaboratively deploy analytics code following software engineering best practices.

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Quix

The Streaming Data Platform for Python.

A platform for building and running real-time data applications in Python.

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Castled

The Open Source Headless Reverse ETL Platform.

Castled is an open-source, developer-focused Reverse ETL platform that can be self-hosted or used as a cloud service.

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SeekWell

Automate your SQL without engineers.

SeekWell is a platform that helps business teams use SQL to send data from databases and warehouses to applications like Google Sheets, Slack, and email.

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Weld

The all-in-one data platform, built for teams of any size.

Weld is an all-in-one data platform that combines ELT, data modeling, and Reverse ETL in a single product.

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Decodable

The fastest way to build real-time data applications.

A serverless real-time data platform that makes it easy to connect, process, and move data between systems.

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Rivery

The complete ELT platform.

A SaaS ELT platform that provides a single solution for data ingestion, transformation, and orchestration.

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Astronomer

The commercial developer of Apache Airflow.

A managed service for Apache Airflow that simplifies the deployment, management, and scaling of data pipelines.

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Flyte

The open-source, structured development platform for complex AI and data products.

An open-source, Kubernetes-native workflow automation platform for complex, mission-critical data and ML processes at scale.

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Rivery

The complete ELT platform.

Rivery is a SaaS ELT platform that offers data integration, transformation, and orchestration, with Reverse ETL as part of its feature set.

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Ably

The Realtime Experience Platform.

A serverless platform for powering realtime digital experiences like live chat, notifications, and collaborative features.

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Materialize

The Streaming Database.

A streaming database that computes and maintains materialized views on streaming data.

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Striim

Real-Time Data Integration and Streaming Analytics.

A unified platform for real-time data integration, streaming analytics, and data visualization.

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Meltano

The DataOps Platform.

An open-source DataOps platform for building, orchestrating, and managing data pipelines.

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Keboola

The Data Platform for Business Results.

An end-to-end data operations platform designed for building, deploying, and managing analytics projects.

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Keboola

The Data Platform for Business Results.

An end-to-end data operations platform designed for building, deploying, and managing data products.

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Meltano

The DataOps Platform.

Meltano is an open-source DataOps platform that helps you manage the entire lifecycle of your data pipelines.

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Workato

The leading enterprise automation platform.

Workato is an iPaaS (Integration Platform as a Service) that provides extensive automation and integration capabilities, including Reverse ETL patterns.

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Azure Data Factory

Cloud-scale data integration.

A hybrid data integration service for orchestrating and automating data movement and transformation.

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Striim

Real-time data integration and streaming.

An end-to-end streaming data integration and operational intelligence platform.

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Striim

Real-Time Data Integration and Streaming Analytics.

A unified platform for real-time data integration and streaming analytics.

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Qlik Replicate

Modernize Your Data.

Qlik Replicate is a data replication and ingestion tool that enables real-time data movement from a wide range of sources to your target systems.

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Hevo Data

The Modern ETL Platform.

A no-code data pipeline platform that helps you move data in real-time.

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Hevo Data

The Modern ELT Platform.

Hevo Data is a no-code data pipeline platform that helps you move data from any source to your warehouse in real-time.

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Funnel

Marketing data, solved.

A no-code data platform for marketers that automatically collects, cleans, and maps marketing data.

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Striim

Real-time data integration and streaming analytics.

A unified platform for real-time data integration, streaming analytics, and data movement.

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Meltano

The DataOps Platform.

An open-source platform for building, orchestrating, and managing data pipelines with a code-first approach.

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Striim

Real-time data integration and streaming analytics.

Striim is a unified data streaming and integration platform that enables real-time data ingestion, processing, and delivery.

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Hevo Data

The Modern ETL Platform.

A no-code data pipeline platform that helps you move data from any source to your warehouse in real-time.

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Hevo Data

The Modern ELT Platform.

A no-code data pipeline platform that helps you move data from any source to your warehouse in real-time.

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Hightouch

The Data Activation Platform that syncs data from your warehouse to your business tools.

A leading Reverse ETL platform that empowers teams to activate customer data from their data warehouse directly into their go-to-market tools.

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RudderStack

The Warehouse Native Customer Data Platform.

RudderStack is a customer data platform (CDP) built for developers, with Reverse ETL as a core capability.

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Azure Data Factory

Cloud-scale data integration.

A hybrid data integration service for orchestrating and automating data movement and transformation.

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Argo Workflows

An open source container-native workflow engine for orchestrating parallel jobs on Kubernetes.

An open-source, container-native workflow engine for orchestrating parallel jobs on Kubernetes.

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Pusher

Hosted APIs to build realtime features.

A set of hosted APIs for adding realtime features like notifications, chat, and collaboration to web and mobile apps.

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Tray.io

The AI-powered iPaaS for enterprise automation.

Tray.io is a flexible, low-code automation platform (iPaaS) that can be used to build powerful Reverse ETL workflows.

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Prefect

The easiest way to orchestrate and observe your data pipelines.

A modern data orchestration platform that allows you to build, run, and monitor data pipelines with Python.

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Azure Data Factory

A fully managed, serverless data integration service.

A cloud-based ETL and data integration service that allows you to create data-driven workflows for orchestrating data movement and transforming data at scale.

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Apache Spark Streaming

Scalable, high-throughput, fault-tolerant stream processing of live data streams.

An extension of the core Spark API that enables scalable, high-throughput, fault-tolerant stream processing of live data streams.

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Apache Flink

A Framework for Stateful Computations over Data Streams.

An open-source stream processing framework for stateful computations over unbounded and bounded data streams.

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Segment

The #1 Customer Data Platform.

Segment is a leading Customer Data Platform (CDP) that collects, cleans, and activates customer data, with Reverse ETL as a key feature.

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PubNub

Powering Real-time Interactivity in Apps.

A developer API platform for building and scaling realtime applications.

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Control-M

Application and data workflow orchestration.

An enterprise-grade application and data workflow orchestration platform that simplifies the management of complex business processes.

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Stitch

The simple, powerful ETL built for developers.

Stitch is a cloud-based ELT platform, acquired by Talend, that focuses on simple, reliable data ingestion, with some capabilities for Reverse ETL.

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Dagster

The data orchestration platform.

An open-source data orchestrator for developing and maintaining data assets, such as tables, data sets, machine learning models, and reports.

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AWS Step Functions

Visual workflows for distributed applications.

A serverless function orchestrator that makes it easy to sequence AWS Lambda functions and multiple AWS services into business-critical applications.

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Databricks

The Data and AI Company.

A unified data and AI platform that includes capabilities for streaming data processing.

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Databricks Workflows

Orchestrate any data, analytics, and AI workflow on any cloud.

A fully managed orchestration service for the Databricks Lakehouse Platform that allows you to build, run, and monitor data and AI workflows.

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Confluent Platform

The Complete Data Streaming Platform, Everywhere You Need It.

An enterprise-grade data streaming platform built by the original creators of Apache Kafka.

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Stitch Data

The simple, powerful ETL service for developers.

A cloud-first, developer-focused platform for rapidly moving data from dozens of sources to a data warehouse.

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Google Cloud Datastream

Serverless change data capture (CDC) and replication service.

Serverless CDC and replication service from Google Cloud.

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Stitch Data

The simple, powerful ETL service for developers.

A cloud-first, developer-focused, and open-source platform for rapidly moving data.

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Airbyte

The open-source data integration platform.

An open-source ELT tool for moving data from applications, APIs, and databases to data warehouses and lakes.

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Stitch

The simple, powerful ELT platform for data teams.

Stitch is a cloud-based ELT platform that provides simple, reliable data pipelines for developers and data analysts.

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Airbyte

The open-source data integration platform.

Airbyte is an open-source ELT platform with a large and growing library of connectors, offering both self-hosted and cloud-managed options.

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Azure Data Factory

Hybrid data integration service.

Azure Data Factory is a cloud-based data integration service that allows you to create, schedule, and orchestrate your ETL and ELT workflows.

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Funnel.io

The Marketing Intelligence Platform.

A data platform for marketers to collect, prepare, and analyze their data from all marketing and advertising platforms.

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Confluent

The Full-Scale Data Streaming Platform.

An enterprise data streaming platform built on Apache Kafka.

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Supermetrics

Your data, your way.

A data connector that helps marketers get data from various platforms into their reporting and analytics tools.

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Census

The #1 Data Activation platform, powered by Reverse ETL.

Census syncs data from your cloud data warehouse to all your go-to-market tools, empowering teams to act with confidence.

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Qlik Replicate

Simplify real-time data replication and ingestion.

Universal data replication and ingestion software.

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Qlik Replicate

Universal data replication and data ingestion.

A data replication and ingestion tool that moves data easily, securely, and efficiently with minimal operational impact.

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Informatica Intelligent Data Management Cloud

Your enterprise cloud data management leader.

An enterprise-grade, AI-powered platform for data integration, quality, governance, and more.

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Debezium

An open source distributed platform for change data capture.

Open-source distributed platform for CDC.

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Airbyte

The open-source data movement infrastructure.

Open-source data integration platform for ELT pipelines.

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Matillion

The Data Productivity Cloud.

A cloud-native data integration and transformation platform.

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AWS Database Migration Service (DMS)

Migrate your databases to AWS with minimal downtime.

A cloud service for database migration and replication.

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Informatica Intelligent Data Management Cloud

Your data, your business. AI-powered.

An enterprise cloud data management platform for data integration, quality, and governance.

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Informatica PowerExchange

Enterprise Data Integration and Management.

High-performance CDC for diverse and legacy data sources.

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StreamSets (Software AG)

The unified platform for smart data pipelines.

A data engineering platform for building and operating data pipelines.

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Matillion

The Data Productivity Cloud.

A cloud-native data integration platform built specifically for cloud data warehouses.

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Precisely Connect

Integrate all your enterprise data, from mainframe to cloud.

Data integration software with strong legacy and mainframe CDC.

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Adverity

The essential marketing data and intelligence platform.

An intelligent platform for marketing data integration, analytics, and reporting.

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Matillion

The Data Productivity Cloud.

Matillion is a cloud-native ELT platform designed to work with cloud data warehouses like Snowflake, Redshift, and BigQuery.

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Airbyte

The open-source data integration platform.

An open-source ELT platform that helps you replicate data from applications, APIs & databases to data warehouses.

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Matillion

The Data Productivity Cloud.

A cloud-native data integration and transformation platform designed for modern data teams.

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Matillion

Make data productive.

Matillion is a cloud-native data integration platform built for major cloud data warehouses, offering both ETL and Reverse ETL capabilities.

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Airbyte

The open-source data integration platform.

An open-source data integration engine that helps you consolidate your data in your data warehouses, lakes, and databases.

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Matillion

The Data Productivity Cloud.

A cloud-native data integration platform that makes it easy to load, transform, and sync data in the cloud.

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Apache Kafka

A distributed event streaming platform.

An open-source distributed event streaming platform for high-performance data pipelines, streaming analytics, and data integration.

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Azure Stream Analytics

Real-time analytics, from the cloud to the edge.

A real-time analytics and complex event-processing engine on Microsoft Azure.

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Google Cloud Composer

A fully managed workflow orchestration service built on Apache Airflow.

A managed Apache Airflow service that helps you create, schedule, monitor, and manage workflows.

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Apache Airflow

A platform to programmatically author, schedule, and monitor workflows.

Open-source platform to create, schedule, and monitor workflows as Directed Acyclic Graphs (DAGs).

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ksqlDB

The database purpose-built for stream processing applications.

A streaming database that enables real-time data processing and stream processing on Apache Kafka using SQL.

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StreamSets (IBM)

Design, deploy, and operate smart data pipelines.

A data integration platform for building and operating smart data pipelines for streaming and batch data.

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Grouparoo

The Open Source Reverse ETL Framework.

Grouparoo is an open-source Reverse ETL tool, now part of Airbyte, designed to sync data from warehouses to customer-facing tools.

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Informatica

The enterprise cloud data management leader.

A comprehensive suite of data integration, quality, and governance tools for enterprises.

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Hevo Data

A simpler, faster, and better way to move data.

Hevo is a no-code data pipeline platform that provides both ELT and Reverse ETL capabilities, focusing on ease of use and automation.

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Kubeflow

The Machine Learning Toolkit for Kubernetes.

An open-source project dedicated to making deployments of machine learning workflows on Kubernetes simple, portable, and scalable.

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AWS Glue

A serverless data integration service.

A serverless data integration service that makes it easy to discover, prepare, and combine data for analytics, machine learning, and application development.

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Talend

A Qlik Company. The modern, low-code platform for data.

A data integration and data integrity company that provides software solutions for data preparation, data quality, data integration, application integration, data management and big data.

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Amazon Kinesis

Easily collect, process, and analyze real-time, streaming data.

A suite of services for collecting, processing, and analyzing real-time streaming data on AWS.

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Google Cloud Dataflow

Unified stream and batch data processing.

A fully managed service for executing Apache Beam pipelines for stream and batch data processing.

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SAP Integration Suite

Empower your business to become an intelligent, sustainable enterprise.

SAP Integration Suite is SAP's enterprise iPaaS, enabling integration of SAP and third-party applications, and can be used for Reverse ETL.

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Integrate.io

The All-in-One Data Platform.

Integrate.io is a low-code data platform that offers ETL, ELT, Reverse ETL, and API generation capabilities.

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TIBCO Streaming

Real-time intelligent equipment and process control.

An enterprise-grade, cloud-ready streaming analytics platform for building real-time applications.

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Integrate.io

The All-in-One Data Platform.

Integrate.io is a cloud-based data integration platform that offers ETL, ELT, and Reverse ETL capabilities.

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Pentaho Data Integration

Data Integration and Analytics Platform.

An open-source data integration platform for ETL, business analytics, and reporting.

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Oracle GoldenGate

The leading platform for real-time data fabric.

Comprehensive software for real-time data integration and replication.

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Talend

The Data Intelligence Company.

A unified platform for data integration, data integrity, and data governance.

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Pentaho

Data Integration and Analytics Platform.

Pentaho is a business intelligence (BI) and data integration platform that provides a comprehensive suite of tools for accessing, preparing, and analyzing data.

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Integrate.io

The All-in-One Data Platform.

A low-code data platform for ETL, ELT, CDC, and API generation.

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AWS Glue

A serverless data integration service.

A serverless data integration service that makes it easy to discover, prepare, and combine data for analytics.

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Integrate.io

The All-in-One Data Platform.

A low-code data platform for ETL, ELT, Reverse ETL, and API generation.

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Talend

The Data Intelligence Company.

A unified platform for data integration, data integrity, and data governance.

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Talend (Qlik)

Deliver healthy data for every use, every user, and every source.

A unified platform for data integration, quality, and governance.

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AWS Glue

A serverless data integration service.

A serverless ETL service that makes it easy to prepare and load data for analytics.

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AWS Glue

A serverless data integration service.

AWS Glue is a fully managed extract, transform, and load (ETL) service that makes it easy to prepare and load your data for analytics.

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Informatica

The Enterprise Cloud Data Management Leader.

Informatica is a leading provider of enterprise cloud data management solutions, including data integration, data quality, and master data management.

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Talend

The Data Intelligence Company.

Talend is a data integration and management platform that provides a comprehensive suite of tools for ETL, data quality, and data governance.

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Airbyte

The open-source data movement infrastructure.

Airbyte is an open-source data integration platform for ELT that has expanded to include Reverse ETL capabilities.

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Fivetran

Automated data movement for a data-driven world.

An automated data integration platform that helps you centralize data from disparate sources into a single destination.

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Fivetran

Automated data movement for your modern data stack.

Fivetran is a cloud-based ELT platform that automates data integration from various sources into data warehouses.

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Fivetran

The global leader in data movement.

Automated data movement platform.

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SAP Data Services

Data integration and transformation.

SAP Data Services is a data integration and transformation software that helps you move and transform data from various sources to your target systems.

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Google Cloud Data Fusion

Fully managed, cloud-native data integration.

A cloud-native data integration service for building and managing ETL/ELT data pipelines.

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IBM InfoSphere DataStage

Flexible data integration.

IBM InfoSphere DataStage is an ETL tool and part of the IBM InfoSphere Information Server suite. It uses a graphical notation to construct data integration solutions.

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Fivetran

Automated data movement for a data-driven world.

Automates data integration from source to destination, making data accessible and actionable.

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Google Cloud Data Fusion

Fully managed, cloud-native data integration.

A cloud-native data integration service that helps users efficiently build and manage ETL/ELT data pipelines.

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Google Cloud Data Fusion

Fully managed, cloud-native data integration.

Google Cloud Data Fusion is a fully managed, cloud-native data integration service that helps users efficiently build and manage ETL/ELT data pipelines.

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Fivetran

The global leader in data movement.

Fivetran is a leader in automated data movement, primarily for ELT, but now offers Reverse ETL capabilities to sync data back to business applications.

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IBM InfoSphere DataStage

A flexible data integration tool.

An ETL tool and part of the IBM Information Server platform. It uses a graphical notation to construct data integration solutions.

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Fivetran

The global leader in data movement.

An automated data movement platform that helps you centralize data from disparate sources into a cloud data warehouse.

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Luigi

A Python module that helps you build complex pipelines of batch jobs.

An open-source Python package for building complex pipelines of batch jobs. It handles dependency resolution, workflow management, visualization, and more.

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Oracle Integration Cloud (OIC)

Connect all your applications and data to automate your end-to-end processes.

Oracle Integration Cloud is an enterprise-grade iPaaS that connects Oracle and non-Oracle applications, capable of performing Reverse ETL.

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Informatica

The enterprise cloud data management leader.

Informatica is a major enterprise data integration and management platform whose tools can be used to perform Reverse ETL workflows.

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Oracle Data Integrator (ODI)

High-performance, scalable data integration.

A comprehensive data integration platform that covers all data integration requirements from high-volume, high-performance batch loads, to event-driven, trickle-feed integration processes, to SOA-enabled data services.

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Oracle Data Integrator (ODI)

High-Performance Data Integration.

Oracle Data Integrator is a comprehensive data integration platform that covers all data integration requirements, from high-volume, high-performance batch loads to event-driven, trickle-feed integration processes.

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IBM InfoSphere Change Data Capture

Low-latency data replication for business intelligence and analytics.

Enterprise software for log-based CDC and data replication.

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Singer.io

The open-source standard for writing scripts that move data.

An open-source specification that describes how data extraction and loading scripts should communicate.

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Metaflow

A human-friendly Python library for building and managing real-life data science projects.

An open-source Python framework, originally developed at Netflix, for building and managing data science projects.

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Omnata

The Composable CDP Integration Platform.

Omnata is a Reverse ETL and data integration platform that pushes data directly from the data warehouse into SaaS applications without a middle-layer.

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Bytewax

The Python framework for building stream processing applications.

An open-source Python framework for building stateful stream processing applications.

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