Dynamics 365 FO: Export to Datalake

The export to data lake feature in Dynamics 365 Finance & SCM allows you to export data from tables to a storage account. You can directly export tables like CustTable, InventTable, etc. and do not need to put it in entities. Power BI can directly access the datalake and load D365 tables like in the good old times. I’ve published a short video on Youtube:

How to use Dynamics 365 SCM Product Categories in PowerBI

Recently we had the requirement to use the product categories from Dynamics 365 Supply Chain Management in a PowerBI report as well. It should be used to filter products by categories and sub-categories. We were using Data Lake export in D365 FSCM.

This is how product category hierarchy looks like in Dynamics 365 SCM:

Dynamics 365 FSCM: Products by Category
Dynamics 365 FSCM: Products by Category

This is how it should look in PowerBI:

Data sources

To build a product category model in PowerBI some tables need to be exported:

  • EcoResCategoryHierarchy
  • EcoResCategory
  • EcoResProductCategory
  • EcoResProduct

Load and model the category hierarchy data

Start with EcoResCategory table. I’d recommend to remove all unnecessary fields and keep at least RecID, Name and ParentCategory.

EcoResCategory table in PowerQuery editor

The field ParentCategory is a reference to the RecID of the parent line. In theory this would be sufficient to build the hierarchy in PowerBI. In practice we want to create the hierarchy via the name, not the RecID. Create a copy of the table and remove all fields except the Name and RecID. I call the new table EcoResCategoryName:

A duplicate of EcoResCategory with RedID and Name

Create an outer join from the original table to the new EcoResCategoryName table via the ParentCategory to the RecID.

Left Outer Join from EcoResCategory to the Name table to get the parent name

As result the Name of parent is now part of the table. For example the parent of PC&Tablet is Lenovo Sales. and the parent of Server as well as the parent of Storage is Server & Storage.

Category with name and parent name

Safe and load the data.

Build the Hierarchy

In PowerBI you can use the DAX formula PATHITEM to identify a certain element within a hierarchy. You have to provide the PATH (i.e. Name and ParentName) how the hierarchy is linked. For example to get the first level hierarchy element use the following code:

Level1 = PATHITEM(PATH(EcoResCategory[Name],EcoResCategory[ParentName]),1)

In my example “Lenovo Sales” is a root element for my hierarchy. The other root elements like “Neue Kategorie” and “Elektro Geräte” belong to another hierarchy (see CategoryHierarchy field). My hierarchy has 3 levels, therefore I create 3 additional fields called Level1, Level2, Level3.

Level2 = PATHITEM(PATH(EcoResCategory[Name],EcoResCategory[ParentName]),2)
Level3 = PATHITEM(PATH(EcoResCategory[Name],EcoResCategory[ParentName]),3)
Use PathItem() to identify Level1, Level2, Level3 elements

To create the hierarchy in PowerBI right click on the Level1 field and select create hierarchy. Right click on Level 2 and choose “Add to hierarchy”. Do the same with Level 3. Your hierarchy should look like this:

Hierarchy in PowerBI

Create the PowerBI data model

To implement a report like in Dynamics 365 SCM, load 3 additional tables:

  • EcoResCategoryHierarchy
  • EcoResProductCategory
  • EcoResProduct

Link the EcoResCategoryHierarchy.RecId to EcoResCategory.CategoryHierarchy
Link the EcoResCategory.RecId to EcoResProductCategory.Category
Link the EcoResProductCategory.Product to EcoResProduct.RecId

In my example the relations look like this:

PowerBI data model for Dynamics 365 SCM product category hierarchy

Add visuals to the report

I’ve added 3 visuals to the report. First, a filter element to choose from the EcoResCategoryHierarchy. For example the “Lenovo” hierarchy consisting of Laptops, Servers and Storage products.

Next a filter element for the hierarchy that was created earlier. PowerBI presents the hierarchy in a drop down tree. To avoid “Blank” elements in the hierarchy create a visual level filter and exclude the blanks

exclude blank values from the hierarchy using a visual level filter

My third visual is a table containing the product. The products get filtered based on the selection of the hierarchy elements.

Final report with hierarchy and products

PowerBI: Compare different Timespans and Products in one Matrix

A recent requirement at a customer was to compare Sales Quantity and Sales Totals of different time spans in one matrix. The customer is selling saisonal as well as all-time products. It should be possible to compare the sale of saisonal products from last season to the actual sales.

Sum of different time spans and product

Data Model

The original data contains 6 rows: The product, the corresponding collection, the sold quantity, the unit price, calculated total price (Qty * Price), date.

In order to make the Quantity and Totals available for a row-like visualization the original data was unpivoted. This created a new column called “Attribute” and another Column called “Value”. The unit (pcs, €) have been added to the attribute to make it more readable. The resulting data looks like the following in PowerBI:

Filter tables

To implement 2 independet filter options based on date and collection 4 independet tables have been added. A date table and a collection table for both filter options. The date tables can easily be generated by using the Calendar() function:

Filter1Date = CALENDAR(Date(2021,1,1), Date(2022,12,31))
Filter2Date = CALENDAR(Date(2021,1,1), Date(2022,12,31))

The collection tables are generated by using the Distinct() function on the collection column in the sales data table. Each of the tables contain a distinct list of collections available for filtering.

 Filter1Collection = DISTINCT(Sales[Collection])
 Filter2Collection = DISTINCT(Sales[Collection])


Three measures have been create. Two measures that sum up the Value column in the sales data filtered on the selected values in the Filter1* table or Filter2 table:

        Sales[Date] >= FIRSTDATE(Filter1Date[Date]) &&
        Sales[Date] <= LASTDATE(Filter1Date[Date]) &&
        Sales[Collection] in VALUES(Filter1Collection[Collection])
        Sales[Date] >= FIRSTDATE(Filter2Date[Date]) &&
        Sales[Date] <= LASTDATE(Filter2Date[Date]) &&
        Sales[Collection] in VALUES(Filter2Collection[Collection])

The third measure calculates the difference between the other two measures:

M_Diff = [M_Sum2]-[M_Sum1]


Finally the report contains 5 visuals. Two slicers for date and collection on the left, another two slicers for date and collection on the right, and a matrix in the middle. The matrix shows the Attribute column as row and shows M_Sum1, M_Sum2 and M_Diff as values.

For example comparing collection “Summer 2021” from 1. Jan. 2021 till 30. Sep. 2021 to the aggregated values of “Collection 2022” + “Basic Wear” from 1. Jan 2022 till 30. Sep. 2022.

Comparing quantity and totals from different time spans and products in one matrix

The slices on the left only affect the M_Sum1 measure which shows quantity and totals in the Filter1 column while the slicers on the right effect only M_Sum2 measure which shows the results in Filter2 column. The difference is calculate dynamically when adjusting the slicers.

How to create PowerBI Scorecard based on D365FO data

PowerBI goals are used to keep track of targets like sales quantity, quality, etc. Goals can be linked to values from PowerBI reports. This video shows how to create a scorecard with goals based on Dynamics 365 Finance data.

Dynamics 365 Environment missing in PowerBI Dataverse Connector

Dataverse is the name of the Dynamics 365 Apps database (e.g. Sales, Service, Field Services, etc.). PowerBI desktop comes with a builtin Dataverse connector. However, if you have multiple environments not all of them may show up in the connector.

Dataverse environment missing in PowerBI connector
Dataverse environment missing in PowerBI connector

In order to make the environment visible in PowerBI Desktop Dataverse Connector you have to enable PowerBI Embedded in your environment.

  1. Open Power Apps Admin Center https://admin.powerplatform.microsoft.com/
  2. Select the missing environment
  3. Open Settings (gear icon on the top)
  4. Search for TDS and open the Datastream Endpoint Configuration page
  5. In the group Embedded enable embedded PowerBI visuals
Enable PowerBI embedded visuals to see the Dataverse environment in the PowerBI connector
Enable PowerBI embedded visuals to see the Dataverse environment in the PowerBI connector

Now when you open PowerBI Desktop and use the Dataverse Connector you should see the missing environment.

Missing Dynamics 365 Dataverse environment is now visible in PowerBI Dataverse connector
Missing Dynamics 365 Dataverse environment is now visible in PowerBI Dataverse connector

How to choose the right BI and reporting strategy for Dynamics 365 Finance

Dynamics 365 for Finance and Supply Chain Management offers a broad range of reporting and business intelligence options. You can utilize the integrated Power BI dashboards, link the Power BI report gallery within Dynamics, use integrated SSRS reports or develop Power BI reports and dashboards that connect to Dynamics 365. Sometimes it can be hard to decided which one to choose. Here is a guideline which one to choose depending on the reporting requirements.

Dynamics 365 Power BI and Reporting strategy

Decision Tree for Power BI / Reporting in Dynamics 365 Finance & SCM

Report Format:

What is the purpose of the report? Is it an interactive report / dashboard or is it a static list or document like artifact? For example, sales analysis is typical an interactive report while a collection letter is a printed document. Power BI is great for interactive data analysis, SQL Server Reporting Services (SSRS) is the right tool for lists and page oriented printable documents.

Real Time:

Do you need to see transactional data as soon as it is generated in Dynamics? For example posting and invoice and immediately printing the document. If so, you need to access the transactional database (AxDB). There are two ways: Use integrated Reporting Services or query entities via OData. However, using entities allows you to access the AxDB but Power BI doesn’t support Direct Query mode for OData, i.e. you have to hit refresh in order to get the latest data.

Multiple data sources:

Is Dynamics 365 Finance the only data source for your report, or do you need to integrated external data sources as well? An example could be to develop a revenue analysis which includes actual sales data from Dynamics 365 as well as demographics and household income. Integrated Power BI dashboards in Dynamics 365 use direct query to access the AxDB and cannot integrate other data sources. It is also not recommended to load external data into Dynamics 365 AxDB because you have a limited cost free database size in your subscription. Additional SQL storage has to be paid.

Additional licenses:

Dynamics 365 Finance and Supply Chain Management includes the rights to view the integrated Power BI dashboards. No additional Power BI license is required. Reports developed using the integrated SQL Server Reporting Services technology are also covered by the Dynamics license. External Power BI reports, dashboards and paginated reports require additional Power BI licenses. At least Power BI Pro for reports and dashboards, Power BI Premium Capacity or Premium per User for paginated Reports.


An interactive custom Power BI Report viewed in Dynamics 365 Finance via the users Report Catalog option

Production Performance is part of Dynamics 365 Finance & SCM and directly connects to the entity store (aka. AxDW)

A paginated report in Power BI (Premium)

A static SSRS paginated report in Dynamics 365 Finance and SCM


Before you start working with a certain product, make sure to understand the requirements. Identify the data sources and how to access them. Then choose the right tool for the job. Don’t try to make a printable Power BI or fancy SSRS. By leveraging the full reporting and BI potential you can deliver a great user experience that adds value to Dynamics 365 Finance and SCM.

Load context-sensitive Power BI tiles in Dynamics 365 Finance via Power Apps

Power BI goes hand in hand with Dynamics 365 Finance and Supply Chain Management. By default Power BI can be used within workspaces and Dynamics 365 comes with a data warehouse and a large set of reports and dashboards. But wouldn’t it be nice to show Power BI visuals in common forms and filter on the active record? This can be done without coding by using Power Apps:

D365 Parameter to Power BI filter

Dynamics 365 Finance is capable to load Power Apps and pass parameters to the App, while Power Apps can load PowerBI reports and pass a filter to Power BI.

Create a Power BI report

Create a report that can be drilled down to the granularity you want to display in Dynamics 365 Finance. For example if you want to show customer specific information, your report should support filtering on a customer account.

For example I’m using the SalesInvoiceV2Lines and ReleasedProductsV2 entities. The SalesInvoiceV2Lines comes with a table reference to the SalesInvoiceHeaders where the invoice account is stored. The ReleasedProductsV2 can be linked to the lines via the product number.

Dynamics 365 Finance SalesInvoiceV2Lines entity in Power Query editor

Next create the desired visuals. For example a column chart for the revenue by Year and a donut chart for the revenue by product group. Add a filter and inspect the different results you would expect for differnt customers.

Revenue by Year and Product Group

Save and Publish the report. Open the report in Power BI Online and pin the two visuals on a new dashboard. Make sure to give the visuals on the dashboard a useful title and subtitle.

Power BI tiles on a dashboard

Power Apps

Everything comes together in Power Apps. Here the parameter from Dynamics 365 Finance is stored in a variable and passed as filter to Power BI. Open Power Apps via https://make.powerapps.com and create a new canvas app. I’d suggest to use the smart phone layout. According to the documentation add the following code to the OnLoad in Power Apps. This will store the parameter value from Dynamics to a Power Apps variable called FinOpsInput. (Depending on your local settings you may need to replace , with ; in PowerApps)

    Set(FinOpsInput, Param("EntityId")), 
    Set(FinOpsInput, "")
Read parameter from Dynamics 365 Finance in Power Apps

Next, add the Power BI tiles. From the ribbon go to Insert > Diagram > Power BI. Insert a Power BI tile to the empty screen. Choose your workspace, next the dashboard and finally the tile.

Insert a Power BI tile in Power Apps

The Power BI tile is referenced via an URL. This can be edited by selecting the Power BI tile and switch to Advanced. The syntax is:

&filter=TableName/FieldName eq 'YourValue'

Add a filter on the customer account with the values from the FinOpsInput variable as value. Make sure that the filter matches the field in your Power BI report. For example this would look like the following URL in my example:

"https://app.powerbi.com/embed?dashboardId=d496ce2a-5836-4fc2-a3e9-34a5c1cdd674&tileId=7f1aa48a-e2f8-4eef-a59f-56a0e873e143&config=eyJjbHVzdGVyVXJsIjoiaHR0cHM6Ly9XQUJJLU5PUlRILUVVUk9QRS1yZWRpcmVjdC5hbmFseXNpcy53aW5kb3dzLm5ldCIsImVtYmVkRmVhdHVyZXMiOnsibW9kZXJuRW1iZWQiOmZhbHNlfX0%3d&filter=SalesInvoiceV2Lines/InvoiceAccount eq '"& FinOpsInput &"'"

Save and publish your App. From the list of your Apps, open the details page of your app and copy the App ID.

Power App Details
Copy the App-ID from the details page

Add the Power App in Dynamics 365 Finance and Supply Chain

Logon to Dynamics 365 Finance and navigate to the screen where you want to display the Power BI tiles. In my example I’d choose Module Accounts Receivable > All Customers. In the upper right at the ribbon click on the Power App button and select add an App.

Add a Power App to Dynamics 365 Finance and Supply Chain Management

In the Add an app dialog provide a useful name. Paste the App-ID in the second field. From the context dropdown select the field to pass as parameter to Power Apps. In my case this would be the AccountNum. Finish by clicking on Insert.

Dynamics 365 Finance requires a reload of the page (F5). Test your Power App by selecting a record and the from the Power Apps button open the Power App. It will load the Power App and present the filtered Power BI tiles.

Use Power BI dataflow to decouple report design from ETL logic in an ERP upgrade project

A common requirement during an ERP upgrade project (e.g. from AX 2012 to D365 Finance) and transition phase is to include both systems in the BI or reporting environment. Because of its tight integration with Dynamics, in many cases PowerBI is the preferred reporting and BI platform. PowerBI is capable to combine different data sources like OData feeds from D365 and SQL connections via gateway. However, for the person developing reports, it will become complicated to integrate cloud and on-prem datasources. For example, to create a sales report, one would need to include the Customers, SalesInvoiceHeader and SalesInvoiceLine entities as well as the CustTable, DirPartyTable, CustInvoiceJour and CustInvoiceTrans tables.

Different data sources in one PowerBI report

One way to address this issue can be to separate ETL logic from report design. PowerBI supports this approach by using dataflows. By using dataflows you can place PowerQuery logic direct in the Microsoft cloud and offer reuseable data artefacts. People designing reports simply connect to the dataflow but are not concerned with the ETL logic required to combine data from the old AX installation and a new Dynamics 365 ERP cloud environment.

Use PowerBI dataflow to decouple ETL logic from report design


From PowerBI workspace create a new entity using dataflow. Choose the OData feed for Dynamics 365 and provide the URL for the CustomersV3 entity.

OData feed for entities from Dynamcis 365 Finance

Clicking next will open the Power Query editor and load the customers from Dynamics 365 Finance. Remove all the fields you don’t need in your application. In this example I’m using the DataAreaId, Account, Name, Group, Address and Delivery mode + terms.

PowerBI dataflow based on Dynamics 365 Finance OData CustomerV3 entity

For an on-premises AX 2012 installation you need to install a data gateway, so PowerBI can access the local SQL database. If you already have a gateway, create a new dataflow in PowerBI and use the SQL connection. I’d recommend to create a view on the database instead of loading tables in PowerBi.

CREATE VIEW [dbo].[PBIX_Customer] AS
DataAreaId, DirPartyTable.NAME, ACCOUNTNUM, CUSTGROUP, TAXGROUP, LogisticsPostaladdress.ADDRESS, DlvTerm, DLVMODE

Choose SQL Server data source for PowerBI dataflow

Select the data gateway and provide a user to access the database

Connect a PowerBI dataflow to your on-premises AX 2012 database using a gateway

Select the view and load the AX 2012 data to PowerBI. Save the dataflow

Dynamics AX 2012 customer data via data gateway

After you have created both dataflows return to your workspace, go to your dataflows and refresh both to load the data.

Refresh dataflow from Dynamics 365 Finance and Dynamics AX 2012

Next, create a third dataflow to combine the data from the Dynamics 365 Finance and AX dataflow. This time choose to link entities from the other dataflows:

Link PowerBI entities via dataflow

Select both dataflows

Select PowerBI dataflows to merge

In the Power Query Online editor rename the fields in both dataflow entities so you can append both queries. Be aware that Power Query is case sensitive and dataAreaId is not the same as DATAAREAID. When you have done this, append both queries as new one.

Append queries in PowerBI

From the new query make sure to remove duplicate customers

Remove duplicates in Power Query Online

If your have a PowerBI Pro but not a Premium subscription, deactivate load of the underlying queries.

Deable load when using PowerBI Pro

Save and refresh the dataflow. From the settings schedule the refresh and endorse the dataflow as “Promoted” or “Certified”. This is not necessary but it adds a label to dataflow and your report designer users see that they can trust the datasource. In PowerBI Desktop open Get-Data and choose PowerBI dataflow as data source:

Get data from PowerBI dataflow

Select the merged Customer data source.

Promoted and certified PowerBI dataflows

You can use the dataflows in your PowerBI datamodel but dont have to worry about the logic behind

Linked dataflow sources in a PowerBI data model


Using dataflows has some advantages. It helps you to decouple ETL logic from design logic. Especially when working with older versions of Dynamics AX you have to have deeper knowledge about the data structure. Another advantage is the reuse of dataflows. Typically you are not creating 1 single report, but more reports that require the same dimensions e.g. customers. By using dataflows you don’t need to maintain the load and merge in multiple PowerBI files.

Video: Configure PowerBI for Dynamics 365 Finance in a Cloud hosted Environment

I’ve recorded a walkthrough how to configure PowerBI for Dynamics 365 Finance and Supply Chain Management and deploy the standard dashboards.

PowerBI dataflow for Self-Service BI

A typical challenge in a BI project is to integrate data from different sources. For example files stored locally, ERP databases, cloud services, etc. On the other hand, PowerBI (desktop) is designed for power users to develop reports quickly. However, power users may have business knowledge but in most cases lack the technical knowledge to integrate all the data they need. With PowerBI dataflow it is possible to break the workload into a technical IT-related part and a business analysis part.

PowerBI dataflow hides the complexity of integrating differnt data sources, but provides an ready-to-use data source for PowerBI desktop. I’ve recorded a video how to integrate Excel expenses from a local folder with Dynamics 365 Sales customers and promote result as certified data source. The power user accesses this promoted data source in the report.