Qualaroo to Azure Synapse Integration
AI-first ETL from Qualaroo into Azure Synapse. Governed entities, incremental sync, typed landing tables.
How Datrise loads Qualaroo into Azure Synapse
Datrise syncs Qualaroo's surveys, responses, questions, respondents, nudges, and sentiment scores 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
Qualaroo: On-site surveys and user sentiment capture.
Azure Synapse: Microsoft analytics workspace with SQL pools.
How Qualaroo entities map to Azure Synapse
| Qualaroo entity | Azure Synapse object | Notes |
|---|---|---|
| surveys | qualaroo_surveys | id PK · custom fields → NVARCHAR(MAX) JSON columns |
| responses | qualaroo_responses | id PK · linked to qualaroo_surveys |
| questions | qualaroo_questions | id PK · linked to qualaroo_surveys |
| respondents | qualaroo_respondents | id PK · linked to qualaroo_surveys |
FAQ
How does Datrise handle Qualaroo'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 Qualaroo 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 Qualaroo
More sources for Azure Synapse
- Quick Base → Azure Synapse
- RD Station Marketing → Azure Synapse
- Recruitee → Azure Synapse
- Redshift → Azure Synapse
- Referral Saasquatch → Azure Synapse
- Reply.io → Azure Synapse
- Responsys → Azure Synapse
- Retently → Azure Synapse
- Revinate → Azure Synapse
- Rocket Chat → Azure Synapse
- RSS → Azure Synapse
- Amazon S3 → Azure Synapse
Early access
Connect Qualaroo 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.