Global Data Products - Reusable pipeline outputs, orchestrated intelligently

Global Data Products - Reusable pipeline outputs, orchestrated intelligently

Stop running the same pipeline twice. Global data products let you generate and reuse outputs across pipelines—without redundant runs or manual dependencies.

Global data products in Mage Pro make it simple to reuse and orchestrate shared pipeline outputs across your entire project. Register any pipeline as a global data product, and make its final output accessible to any other pipeline—without triggering unnecessary recomputation.

By leveraging lazy evaluation and smart invalidation rules, global data products only run when needed. You define when their data becomes outdated (e.g., every 12 hours, or at a specific time of day), and Mage ensures they only regenerate when their outputs are stale and actually required by another block.

Whether you’re computing a heavy LTV model, central metrics, or shared reference data, global data products minimize execution overhead, reduce duplication, and centralize data ownership—all while keeping your pipelines modular and scalable.

Your AI data engineer

Power data, streamline workflows, and scale effortlessly.

Power data, streamline workflows, and scale effortlessly.