Integrate Dynamics 365
with Azure Data Lake

Data Solutions

Synchronize Dynamics 365 data with Azure Data Lake to support centralized storage, reporting, and advanced analytics. Our ETL-based solution enables teams to move structured business data into a scalable lake environment using flexible workflows and built-in connectors.

Dynamics 365 Toolkit SSIS Productivity Pack

Dynamics 365 and Azure Data Lake Integration

Sample Integration Use Case

Data Archiving and Analytics Enablement

Your organization wants to archive operational records from Dynamics 365 in Azure Data Lake for long-term retention and reporting. Sales, service, and financial data are extracted on a scheduled basis and stored in the data lake for analytics and compliance purposes.

Dynamics 365 Data Extracted: Records from CRM, Sales, or Finance modules are retrieved using connector-based access
ETL Process Transforms Data (Optional): Records are cleaned, flattened, or enriched before delivery
Data Loaded into Azure Data Lake: Final output is written into designated folders and file formats (CSV, Parquet, JSON, etc.)

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Developed for Complex Enterprise Workloads

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Advanced Data Workflows Across Systems

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Centralized Storage for Enterprise Data

Moving structured data from Dynamics 365 into Azure Data Lake allows organizations to create a central source of truth for analytics, reporting, and compliance.

Support for Long-Term Retention and Scalability

Azure Data Lake provides a scalable storage environment for growing business data.

Integration ensures that Dynamics 365 records can be offloaded efficiently without affecting system performance.

Support for Long-Term Retention and Scalability

Aligned Data and Improved Workflows

Centralize business data from Dynamics 365 into Azure Data Lake for improved reporting and insights.

Scenario	Data Movement	Business Outcomes
Export records from Dynamics 365	Dynamics 365 → Azure Data Lake	Archive operational data for compliance and retention
Store sales data for BI	Dynamics 365 → Azure Data Lake	Enable reporting dashboards with scalable storage
Extract CRM interactions	Dynamics 365 → Azure Data Lake	Feed data into analytics tools for customer behavior insights
Schedule regular data sync	Dynamics 365 → Azure Data Lake	Automate exports with daily, weekly, or custom triggers
Format data for ML use	Dynamics 365 → Azure Data Lake	Prepare datasets for machine learning or predictive modeling

System Compatibility

Integration Tools Built for Each System

Dynamics 365

Extract data from standard and custom entities with support for change tracking, filtering, and batching.

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Azure Data Lake

Write in CSV, JSON, or Parquet formats with control over folders, overwrite settings, and file naming.

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Dynamics 365 Integration Scenarios

View data integration scenarios supported by our solutions. Each example shows how our
components connect enterprise platforms and services to support practical business processes.