Inside the Data Productivity Cloud

Matillion, in production

Practical, sourced guides to building and running data pipelines on Matillion's Data Productivity Cloud: ingestion, transformation, orchestration, cost control, and the Maia AI agents data teams actually ship.

Matillion Context Engine control counts: 2 crawler types, 2 graph availability modes, 4 Mission Control board columns, and a 10 task in-progress limit.

Engineering

Matillion Context Engine grounds Maia agent work

Matillion Context Engine is a public preview metadata layer that gives Maia AI Agents knowledge graphs for safer pipeline work.

By Lars Cornelissen · Jun 7, 2026

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Matillion

Matillion's Data Productivity Cloud, explained for builders

The Data Productivity Cloud is Matillion's cloud-native platform for building, running, and orchestrating data pipelines with low-code, code, and AI. Here is how the pieces fit and where the cost goes.

Lars Cornelissen · Jun 7, 2026

Matillion Context Engine grounds Maia agent work

All Matillion guides

Matillion's Data Productivity Cloud, explained for builders

Enterprise data, told like a newsroom.