Integration & ETL Plane

Airbyte

Integration & ETL Plane · ELT & Ingestion

Data integration platform with a large connector catalogue, self-hosted or as a cloud service.

• Open core

Serverless data integration service on AWS for discovering, preparing and moving data.

• Cloud service

Azure's managed service for data integration and ETL/ELT pipelines.

• Cloud service

Boomi

Integration & ETL Plane · ELT & Ingestion

Enterprise integration platform spanning application and data integration, API management and agentic workflow orchestration, with an embedded option for building integration into your own product.

• Commercial

Pipelines and Dataflow Gen2 for ingesting and transforming data in Microsoft Fabric.

• Cloud service

dlt

Integration & ETL Plane · ELT & Ingestion

Open-source Python library for loading data from APIs and files into warehouses and lakes.

• Open source

Managed ELT connectors that replicate data from SaaS applications and databases into warehouses and lakes.

• Commercial

Integration platform from Safe Software handling any data format, with particular depth in spatial and engineering data that general ELT tools do not cover.

• Commercial

Matillion

Integration & ETL Plane · ELT & Ingestion

Cloud data integration and transformation platform for building pipelines on cloud data platforms.

• Commercial

Snowplow

Integration & ETL Plane · ELT & Ingestion

Behavioural data pipeline that collects, validates and enriches customer events into your own warehouse. Now under the Snowplow Limited Use Licence, which restricts commercial use of the free edition.

• Source available

Debezium

Integration & ETL Plane · Change Data Capture & Replication

Open-source change data capture platform that streams database changes into Kafka and other systems.

• Open source

Real-time data replication and change data capture across Oracle and other databases.

• Commercial

Qlik Replicate

Integration & ETL Plane · Change Data Capture & Replication

Data replication and change data capture across databases, warehouses and streaming platforms.

• Commercial

Real-time data integration and streaming platform with change data capture.

• Commercial

Coalesce

Integration & ETL Plane · Transformation & Modelling

Visual, code-first data transformation platform for cloud data warehouses.

• Commercial

Google Cloud service for developing and orchestrating SQL transformations in BigQuery.

• Cloud service

dbt

Integration & ETL Plane · Transformation & Modelling

SQL-based transformation framework with testing and documentation, plus a managed platform.

• Open core

Data transformation framework with virtual data environments and column-level lineage.

• Open source

Reverse ETL that syncs warehouse data into operational tools. Fivetran acquired Census in 2025 and the product is now Fivetran Activations; getcensus.com redirects and month-to-month Census plans ended in March 2026.

• Commercial

Reverse ETL and data activation platform that syncs warehouse data into business tools.

• Commercial

Customer data pipelines for event collection, warehouse-native identity and reverse ETL. The server is under the Elastic License 2.0, and reverse ETL is not available in the free self-hosted tier.

• Source available