Microsoft Dynamics 365 → Birst
AI-first ETL from Microsoft Dynamics 365 into Birst. Governed entities, incremental sync, typed landing tables.
How Datrise loads Microsoft Dynamics 365 into Birst
Datrise syncs Microsoft Dynamics 365's accounts, opportunities, activities, and enterprise CRM process data into Birst as warehouse tables for Birst's automated star schema. Flexible or custom fields land in flattened columns, and timestamps such as created, updated, and status changes are typed as date/time dimensions.
Sync is incremental: Datrise uses incremental refresh of the source tables Birst ingests, so re-runs update only what changed. Date-partitioned facts. Birst builds its own semantic layer, so Datrise lands conformed, well-keyed tables it can automate against.
Ideal for networked, governed enterprise BI.
Endpoints
Microsoft Dynamics 365: Microsoft enterprise CRM and ERP suite.
Birst: Cloud BI with networked analytics and enterprise semantic layers.
How Microsoft Dynamics 365 entities map to Birst
| Microsoft Dynamics 365 entity | Birst object | Notes |
|---|---|---|
| accounts | microsoft_dynamics_accounts | id PK · custom fields → flattened columns |
| opportunities | microsoft_dynamics_opportunities | id PK · linked to microsoft_dynamics_accounts |
| activities | microsoft_dynamics_activities | date/time dimensions events |
| enterprise CRM process data | microsoft_dynamics_enterprise_crm_process_data | id PK · linked to microsoft_dynamics_accounts |
FAQ
How does Datrise handle Microsoft Dynamics 365's custom fields in Birst?
Flexible values are stored as flattened columns, so new fields don't require a migration; strongly-typed fields — dates, numbers, and references — are promoted to native Birst types.
How does the Microsoft Dynamics 365 to Birst sync stay up to date?
It runs incrementally — Datrise uses incremental refresh of the source tables Birst ingests.
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- Microsoft Dynamics 365 → PostgreSQL
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- Microsoft Dynamics 365 → Microsoft SQL Server
- Microsoft Dynamics 365 → Oracle Database
- Microsoft Dynamics 365 → Snowflake
- Microsoft Dynamics 365 → Google BigQuery
- Microsoft Dynamics 365 → Amazon Redshift
Early access
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