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Census

Connect every Census sync to the warehouse model it reads from and the operational system it writes to, including circular dependencies.

Data Movement & Activation

Why Census matters

Census pushes warehouse-computed data back into operational tools like CRMs and ad platforms. But it also creates circular dependencies: data flows from Salesforce into the warehouse, gets transformed, and Census pushes it back. A bad transformation does not just produce a wrong dashboard number. It can overwrite live CRM fields with incorrect data that then gets re-ingested.

Typedef maps every sync through the full stack in both directions, including the circular loops, so you can catch upstream issues before they corrupt operational systems and trace exactly where a bad value entered the loop.


What Typedef unlocks

Circular dependency detection

Map the full data loops reverse ETL creates between the warehouse and operational tools, surfacing where bad values can compound through re-ingestion.

Upstream impact analysis

Before modifying a warehouse model or transformation, see which Census syncs and operational destinations are affected downstream.

Bidirectional lineage

Trace any Census sync through the full stack in both directions, from source through warehouse and back into operational tools.

Sync cleanup and migration

Consolidate syncs, retire unused activations, or migrate reverse ETL tools with full visibility into upstream models and circular dependencies.


Make every analytics answer explainable.