Stream data from Microsoft Dynamics 365 Finance and Operations to Alloy DB for Postgres
Move data from Microsoft Dynamics 365 Finance and Operations to Alloy DB for Postgres in minutes using Estuary. Stream, batch, or continuously sync data with control over latency from sub-second to batch.
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How to integrate Microsoft Dynamics 365 Finance and Operations with Alloy DB for Postgres in 3 simple steps
Connect Microsoft Dynamics 365 Finance and Operations as your data source
Set up a source connector for Microsoft Dynamics 365 Finance and Operations in minutes. Estuary supports streaming (including CDC where available) and batch data capture through events, incremental syncs, or snapshots — without custom pipelines, agents, or manual configuration.
Configure Alloy DB for Postgres as your destination connector
Estuary supports intelligent schema handling, with schema inference and evolution tools that help align source and destination structures over time. It supports both batch and streaming data movement, reliably delivering data to Alloy DB for Postgres.
Deploy and Monitor Your End-to-End Data Pipeline
Launch your pipeline and monitor it from a single UI. Estuary guarantees exactly-once delivery, handles backfills and replays, and scales with your data — without engineering overhead.

Microsoft Dynamics 365 Finance and Operations connector details
The Microsoft Dynamics 365 Finance and Operations connector captures business and financial data exported from Dynamics 365 into Estuary collections via Azure Synapse Link and Azure Data Lake Storage. It provides dependable, right-time synchronization for analytics, reporting, and automation.
- Right-time sync: Continuously captures changes from Finance and Operations tables exported as CSV files through Synapse Link.
- Secure authentication: Connect using an Azure Shared Access Signature (SAS) token with read and list permissions.
- Flexible architecture: Works with any Azure-hosted environment exporting Dynamics 365 data in CSV format.
- Simple setup: Authenticate once, discover available tables, and map each to Estuary collections automatically.
- Enterprise visibility: Ideal for financial, supply chain, and operational reporting pipelines built on Azure.
💡 Data freshness: Right-time polling (incremental sync every 15 minutes) — optimized for operational analytics across ERP systems.

Alloy DB for Postgres connector details
The AlloyDB materialization connector continuously writes data from Estuary collections into AlloyDB tables, allowing you to keep a fully managed, PostgreSQL-compatible database in Google Cloud up to date with your real-time data streams.
- PostgreSQL-compatible: Built on Estuary’s PostgreSQL connector, providing identical configuration and behavior
- Secure connectivity: Uses SSH tunneling to connect to AlloyDB instances (since IP allowlisting isn’t supported)
- Automatic table creation: Estuary creates and manages target tables automatically based on your collection schemas
- Delta or merge updates: Supports both incremental (delta) and standard merge-based updates
- Ideal for analytics and applications: Perfect for workloads that need transactional consistency and scalable cloud performance
💡 Tip: Configure your SSH bastion VM within the same Google Cloud project as your AlloyDB instance for secure, low-latency connections.
Estuary in action
See how to build end-to-end pipelines using no-code connectors in minutes. Estuary does the rest.
Spend 2-5x less
Estuary customers not only do 4x more. They also spend 2-5x less on ETL and ELT. Estuary's unique ability to mix and match streaming and batch loading has also helped customers save as much as 40% on data warehouse compute costs.

Microsoft Dynamics 365 Finance and Operations to Alloy DB for Postgres pricing estimate
Estimated monthly cost to move 800 GB from Microsoft Dynamics 365 Finance and Operations to Alloy DB for Postgres is approximately $1,000.
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Frequently Asked Questions
Is this integration suitable for production workloads?
Yes. Estuary pipelines are designed for production use, with exactly-once delivery semantics, automated backfills, and continuous operation at scale.
Can I control where my data runs and is processed?
Yes. Estuary offers multiple deployment options, including fully managed SaaS, private deployments, and bring-your-own-cloud (BYOC). This allows teams to control where their data plane runs and meet security, compliance, and networking requirements. Learn more about Estuary's security and deployment options.
Can I build this Microsoft Dynamics 365 Finance and Operations to Alloy DB for Postgres integration manually?
Yes, it's possible to build a manual pipeline using custom scripts, scheduled jobs, or open-source tools. However, manual approaches typically require ongoing maintenance, custom error handling, schema management, and operational overhead. Estuary simplifies this by providing a managed pipeline with built-in reliability, scaling, and monitoring.
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