DatriseAI-first ETL

Zenefits to Azure Synapse Integration

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

How Datrise loads Zenefits into Azure Synapse

Datrise syncs Zenefits's employees, departments, employments, time off requests, benefits enrollments, and compensation records 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

Zenefits: HR, benefits, and payroll administration.

Azure Synapse: Microsoft analytics workspace with SQL pools.

How Zenefits entities map to Azure Synapse

Zenefits entityAzure Synapse objectNotes
employeeszenefits_employeesid PK · custom fields → NVARCHAR(MAX) JSON columns
departmentszenefits_departmentsid PK · linked to zenefits_employees
employmentszenefits_employmentsid PK · linked to zenefits_employees
time off requestszenefits_time_off_requestsid PK · linked to zenefits_employees

FAQ

How does Datrise handle Zenefits'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 Zenefits 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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