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

Snowflake is a commercial cloud data platform offering elastic SQL warehouses, cross-account data sharing, and multi-cloud availability as a fully managed service.

BigQuery is Google Cloud's serverless, fully managed data warehouse with on-demand or capacity-based pricing, streaming ingestion, and built-in ML functions.

ClickHouse is an open-source columnar database designed for low-latency analytical queries over large volumes, available self-hosted or as ClickHouse Cloud.

Redpanda is a Kafka API-compatible streaming platform written in C++, shipped as a single binary without ZooKeeper or a JVM, available self-hosted or as a managed cloud.

Apache Airflow is the widely adopted open-source orchestrator where pipelines are Python-defined DAGs, with a large provider ecosystem and multiple managed offerings.

Dagster is an open-source orchestrator organized around software-defined assets — declaring the tables and models pipelines produce — with strong local development and testing.

Prefect is an open-source orchestration framework where plain Python functions become flows and tasks, aimed at dynamic, failure-tolerant pipelines with minimal boilerplate.

DataHub is an open-source metadata platform providing search, discovery, and end-to-end lineage across warehouses, pipelines, and BI tools via push-based ingestion.