Microsoft Dynamics 365 → Amazon Redshift
AI-first ETL from Microsoft Dynamics 365 into Amazon Redshift. Governed entities, incremental sync, typed landing tables.
How Datrise loads Microsoft Dynamics 365 into Amazon Redshift
Datrise syncs Microsoft Dynamics 365's accounts, opportunities, activities, and enterprise CRM process data into Amazon Redshift as a typed table per source entity. Flexible or custom fields land in SUPER columns, and timestamps such as created, updated, and status changes are typed as TIMESTAMPTZ.
Sync is incremental: Datrise uses COPY from staged files, then a delete-and-insert merge on stable id, so re-runs update only what changed. A DISTKEY on the join id and a SORTKEY on the load timestamp. Redshift performance hinges on dist/sort keys, so Datrise picks them from your entity ids and sync timestamps rather than defaulting to EVEN distribution.
Ideal for AWS-native warehouses already using the Redshift ecosystem.
Endpoints
Microsoft Dynamics 365: Microsoft enterprise CRM and ERP suite.
Amazon Redshift: AWS petabyte-scale warehouse with Spectrum.
How Microsoft Dynamics 365 entities map to Amazon Redshift
| Microsoft Dynamics 365 entity | Amazon Redshift object | Notes |
|---|---|---|
| accounts | microsoft_dynamics_accounts | id PK · custom fields → SUPER columns |
| opportunities | microsoft_dynamics_opportunities | id PK · linked to microsoft_dynamics_accounts |
| activities | microsoft_dynamics_activities | TIMESTAMPTZ 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 Amazon Redshift?
Flexible values are stored as SUPER columns, so new fields don't require a migration; strongly-typed fields — dates, numbers, and references — are promoted to native Amazon Redshift types.
How does the Microsoft Dynamics 365 to Amazon Redshift sync stay up to date?
It runs incrementally — Datrise uses COPY from staged files, then a delete-and-insert merge on stable id.
Related pipelines
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Early access
Connect Microsoft Dynamics 365 to Amazon Redshift the easy way
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