Ingestion & Integration

Data architecture technologies for technologies for moving data into the platform — managed connectors, ELT pipelines, and change data capture.

Airbyte

Open-source data integration with a large connector catalog

Ingestion

Airbyte is a data integration platform that syncs data from APIs, databases, and files into warehouses and lakes, available self-hosted or as a managed cloud service.

Fivetran

Fully managed ELT connectors for warehouses and lakes

Ingestion

Fivetran is a commercial, fully managed data movement platform with maintained connectors, automated schema handling, and consumption-based pricing.

Debezium

Open-source change data capture for databases

Ingestion

Debezium is an open-source CDC platform that streams row-level changes from databases such as PostgreSQL, MySQL, and MongoDB, typically via Kafka Connect.

Airbyte

Open-source data integration with a large connector catalog

Ingestion

Airbyte is a data integration platform that syncs data from APIs, databases, and files into warehouses and lakes, available self-hosted or as a managed cloud service.

Fivetran

Fully managed ELT connectors for warehouses and lakes

Ingestion

Fivetran is a commercial, fully managed data movement platform with maintained connectors, automated schema handling, and consumption-based pricing.

Debezium

Open-source change data capture for databases

Ingestion

Debezium is an open-source CDC platform that streams row-level changes from databases such as PostgreSQL, MySQL, and MongoDB, typically via Kafka Connect.