UDPUDPUnified Data PlatformYour guide to the data platform world

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.

Compare tools side by sideCompare platforms

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

Clear all

3 results

AtScale

Metadata Plane · Semantic Layer & Metrics

Semantic layer for consistent business metrics across BI tools and data platforms.

  • Commercial

Cube

Metadata Plane · Semantic Layer & Metrics

Semantic layer that defines metrics once and serves them to BI tools, applications and AI.

  • Open core

dbt Semantic Layer

Metadata Plane · Semantic Layer & Metrics

Metrics defined centrally in dbt and queryable from BI and other data tools.

  • 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.