Stream data from Microsoft Dynamics 365 Finance and Operations to Azure Blob Storage Parquet
Sync your Microsoft Dynamics 365 Finance and Operations data with Azure Blob Storage Parquet in minutes using Estuary Flow for real-time, no-code integration and seamless data pipelines.
- No credit card required
- 30-day free trial


- 100SOf connectors
- 5500+Active users
- <100MSEnd-to-end latency
- 7+GB/SECSingle dataflow

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.

Azure Blob Storage Parquet connector details
The Azure Blob Parquet connector exports delta updates from Estuary Flow collections into Apache Parquet files stored in an Azure Blob Storage container, combining cost-efficient storage with analytics-ready formatting.
- Efficient delta materialization: Writes only new and updated records from Flow collections, ensuring minimal overhead and optimal storage use.
- Parquet format optimization: Stores data in the columnar Parquet format for better compression and query performance in downstream analytics tools.
- Configurable upload behavior: Supports adjustable upload intervals, file size limits, and row group configurations for fine-grained control.
- Seamless Azure integration: Uses your storage account name, key, and container to authenticate securely and store data reliably.
- Organized file structure: Automatically versions and names files in lexically sortable order for consistent and recoverable output.
- Flexible schema mapping: Converts Flow field types into compatible Parquet data types, preserving structure and precision.
💡 Tip: Use shorter upload intervals for time-sensitive analytics, or increase row group limits to optimize read performance in engines like Synapse or Databricks.
How to integrate Microsoft Dynamics 365 Finance and Operations with Azure Blob Storage Parquet in 3 simple steps using Estuary Flow
Connect Microsoft Dynamics 365 Finance and Operations as Your Real-Time Data Source
Set up a real-time source connector for Microsoft Dynamics 365 Finance and Operations in minutes. Estuary captures change data (CDC), events, or snapshots — no custom pipelines, agents or manual configs needed.
Configure Azure Blob Storage Parquet as Your Target
Choose Azure Blob Storage Parquet as your target system. Estuary intelligently maps schemas, supports both batch and streaming loads, and adapts to schema changes automatically.
Deploy and Monitor Your End-to-End Data Pipeline
Launch your pipeline and monitor it from a single UI. Estuary Flow guarantees exactly-once delivery, handles backfills and replays, and scales with your data — without engineering overhead.
Estuary Flow in action
See how to build end-to-end pipelines using no-code connectors in minutes. Estuary Flow does the rest.
Why Estuary Flow is the best choice for data integration
Estuary Flow combines the most real-time, streaming change data capture (CDC), and batch connectors together into a unified modern data pipeline:

What customers are saying
Increase productivity 4x
With Flow companies increase productivity 4x and deliver new projects in days, not months. Spend much less time on troubleshooting, and much more on building new features faster. Flow decouples sources and destinations so you can add and change systems without impacting others, and share data across analytics, apps, and AI.
Spend 2-5x less
Estuary customers not only do 4x more. They also spend 2-5x less on ETL and ELT. Flow'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.
Data moved
It's free up to 10 GB/month and 2 connector instances.
GB
Choose number of sources and destinations.
Your price at Estuary
Pricing comparisons
Frequently Asked Questions
- Set Up Capture: In Estuary Flow, go to Sources, click + NEW CAPTURE, and select the Microsoft Dynamics 365 Finance and Operations connector.
- Enter Details: Add your Microsoft Dynamics 365 Finance and Operations connection details and click SAVE AND PUBLISH.
- Materialize Data: Go to Destinations, choose your target system, link the Microsoft Dynamics 365 Finance and Operations capture, and publish.
What is Microsoft Dynamics 365 Finance and Operations?
How do I Transfer Data from Microsoft Dynamics 365 Finance and Operations?
What are the pricing options for Estuary Flow?
Estuary offers competitive and transparent pricing, with a free tier that includes 2 connector instances and up to 10 GB of data transfer per month. Explore our pricing options to see which plan fits your data integration needs.
Getting started with Estuary
Free account
Getting started with Estuary is simple. Sign up for a free account.
Sign upDocs
Make sure you read through the documentation, especially the get started section.
Learn moreCommunity
I highly recommend you also join the Slack community. It's the easiest way to get support while you're getting started.
Join Slack CommunityEstuary 101
I highly recommend you also join the Slack community. It's the easiest way to get support while you're getting started.
Watch

Related integrations with Microsoft Dynamics 365 Finance and Operations
DataOps made simple
Add advanced capabilities like schema inference and evolution with a few clicks. Or automate your data pipeline and integrate into your existing DataOps using Flow's rich CLI.




































