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	          D365 F&O Reporting Best Practices, Patterns and Anti-Patterns
Scenario # 6 - Reports that require data mash-up between various on-prem and cloud apps
Customer needs dashboards and analytical reports that require data mash-up between Finance and Operations, Human Resources, Customer Engagement apps and other on-prem and cloud apps
Patterns
Bring Finance and Operation and CDS data to Azure Data Lake. Use Synapse Analytics to ingest, curate and build analytics.
- Use Data feeds feature to bring Finance and Operations apps data to customers own Azure Data Lake.
 - Bring CDS data to Azure Data Lake using Export to data lake feature.
 - Use Synapse Analytics to ingest data from other systems, curate and stage final data and build Power BI report to serve.
 
Anti-Patterns
- DO NOT use Dual-write to copy Finance and Operations data to CDS
 - DO NOT bring Finance and Operations and CDS data on-premise to build dashboards