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.

152 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

BigID

Data Governance Plane · Privacy & Compliance

Data discovery and classification for privacy, security and governance.

  • Commercial

OneTrust

Data Governance Plane · Privacy & Compliance

Privacy, consent and data governance platform for regulatory compliance programmes.

  • Commercial

Securiti

Data Governance Plane · Privacy & Compliance

Platform for data security, privacy and governance across clouds and SaaS applications. Veeam acquired Securiti in December 2025, and its releases now read Veeam's Securiti AI.

  • 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.