Data tooling landscape

A neutral map of the tools used to build data platforms, organised by the plane they serve: from orchestration and storage to governance, security and AI.

172 tools · 10 planes · 37 categories. Listings are editorial and unpaid; any sponsored placement will always be labelled.

All tools

Planes
Categories

Control Plane

Data Plane

Integration & ETL Plane

Data Quality Plane

Observability Plane

Metadata Plane

Data Governance Plane

Security Plane

Visualisation & BI Plane

AI & ML Plane

4 results

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

Oracle GoldenGate

Integration & ETL Plane · Change Data Capture & Replication

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

Striim

Integration & ETL Plane · Change Data Capture & Replication

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

  • Commercial

Missing a tool?

The landscape is curated editorially for now; public submissions open later. Inclusion is never paid for, and any sponsored placement will be clearly labelled.