DatriseAI-first ETL

MyCase to Azure Synapse Integration

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

How Datrise loads MyCase into Azure Synapse

Datrise syncs MyCase's cases, clients, leads, time entries, invoices, and documents 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

MyCase: Case management and client intake for law firms.

Azure Synapse: Microsoft analytics workspace with SQL pools.

How MyCase entities map to Azure Synapse

MyCase entityAzure Synapse objectNotes
casesmycase_casesid PK · custom fields → NVARCHAR(MAX) JSON columns
clientsmycase_clientsid PK · linked to mycase_cases
leadsmycase_leadsid PK · linked to mycase_cases
time entriesmycase_time_entriesid PK · linked to mycase_cases

FAQ

How does Datrise handle MyCase'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 MyCase to Azure Synapse sync stay up to date?

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

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