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.

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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

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3 results

Feast

AI & ML Plane · Feature Stores

Open-source feature store for serving machine learning features in training and production.

  • Open source

Hopsworks

AI & ML Plane · Feature Stores

Data platform for AI with a feature store, available as open source and as a managed service.

  • Open core

Tecton

AI & ML Plane · Feature Stores

Feature platform for building and serving real-time machine learning features.

  • Commercial

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