Hellobaton → Azure Synapse
AI-first ETL from Hellobaton into Azure Synapse. Governed entities, incremental sync, typed landing tables.
How Datrise loads Hellobaton into Azure Synapse
Datrise syncs Hellobaton's records, events, and configuration objects 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
Hellobaton: SaaS or API data source for analytics and warehouse sync.
Azure Synapse: Microsoft analytics workspace with SQL pools.
How Hellobaton entities map to Azure Synapse
| Hellobaton entity | Azure Synapse object | Notes |
|---|---|---|
| records | hellobaton_records | id PK · custom fields → NVARCHAR(MAX) JSON columns |
| events | hellobaton_events | datetime2 events |
| configuration objects | hellobaton_configuration_objects | id PK · linked to hellobaton_records |
FAQ
How does Datrise handle Hellobaton'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 Hellobaton to Azure Synapse sync stay up to date?
It runs incrementally — Datrise uses COPY into staging, then a MERGE on stable id.
Related pipelines
More destinations for Hellobaton
More sources for Azure Synapse
- Helpscout → Azure Synapse
- Heroku → Azure Synapse
- Hp Postgres → Azure Synapse
- Hubplanner → Azure Synapse
- Ibm Db2 → Azure Synapse
- Impact → Azure Synapse
- Import API → Azure Synapse
- Instagram → Azure Synapse
- Instatus → Azure Synapse
- Intacct → Azure Synapse
- Intercom Tap → Azure Synapse
- Intercom Tickets → Azure Synapse
Early access
Connect Hellobaton to Azure Synapse the easy way
Skip brittle scripts and manual exports. Join the waitlist to get a guided setup, AI-assisted mapping, and reliable incremental sync for this integration.