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

3 results

Data Contract CLI

Data Quality Plane · Data Contracts

Command-line tool for linting, testing and exporting data contracts.

  • Open source

Gable

Data Quality Plane · Data Contracts

Data contract platform that detects breaking data changes at the source, in code.

  • Commercial

Open Data Contract Standard

Data Quality Plane · Data Contracts

Open specification from the Bitol project for describing data contracts in YAML.

  • Open source

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.