DatriseAI-first ETL

ChurnZero Azure Synapse

AI-first ETL from ChurnZero into Azure Synapse. Governed entities, incremental sync, typed landing tables.

How Datrise loads ChurnZero into Azure Synapse

Datrise syncs ChurnZero's contacts, accounts, deals, activities, and lifecycle events into Azure Synapse as a typed table per source entity. Flexible or custom fields land in NVARCHAR(MAX) JSON columns, and timestamps such as created, updated, and status changes are typed as datetime2.

Sync is incremental: Datrise uses COPY into staging, then a MERGE on stable id, so re-runs update only what changed. Hash distribution on the join id with date partitioning on facts. Synapse dedicated pools reward good hash-distribution choices, so Datrise distributes on entity ids to avoid data-movement-heavy joins.

Ideal for Azure analytics estates feeding Power BI.

Endpoints

ChurnZero: Customer success platform for health scores, playbooks, and renewals.

Azure Synapse: Microsoft analytics workspace with SQL pools.

How ChurnZero entities map to Azure Synapse

ChurnZero entityAzure Synapse objectNotes
contactschurnzero_contactsid PK · custom fields → NVARCHAR(MAX) JSON columns
accountschurnzero_accountsid PK · linked to churnzero_contacts
dealschurnzero_dealsid PK · linked to churnzero_contacts
activitieschurnzero_activitiesdatetime2 events

FAQ

How does Datrise handle ChurnZero's custom fields in Azure Synapse?

Flexible values are stored as NVARCHAR(MAX) JSON columns, so new fields don't require a migration; strongly-typed fields — dates, numbers, and references — are promoted to native Azure Synapse types.

How does the ChurnZero to Azure Synapse sync stay up to date?

It runs incrementally — Datrise uses COPY into staging, then a MERGE on stable id.

Related pipelines

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