Data & Automation
Power BI and business intelligence for Dynamics 365 F&O
We turn Dynamics 365 Finance & Operations data into Power BI reporting that finance and operations trust — starting with a sound data path and semantic model, not with a dashboard mock-up.
The challenge
Reporting problems are usually data path problems
Dashboards built directly on transactional queries, exports copied into spreadsheets or one-off datasets per department all produce the same outcome — numbers that do not match, refreshes that fail and reports that slow down the ERP itself.
Codefine starts from how data leaves D365 F&O and where it is modelled. With the data path and a shared semantic model in place, reports become a presentation layer on top of definitions everyone agrees on.
Capabilities
What we cover in Power BI & Business Intelligence
- 01
Data path design
Choosing between exports to a data lake or Microsoft Fabric, embedded analytical workspaces and other options based on latency, volume and cost.
- 02
Semantic modelling
Star schemas, conformed dimensions such as legal entity, financial dimensions, item and customer, and reusable measures.
- 03
DAX & calculations
Measures for margins, ageing, stock cover, budget versus actual and period comparisons that match ERP logic.
- 04
Report design
Pages built for the questions people ask, with drill-through to the detail that explains a number.
- 05
Security
Row-level security per company, site or responsibility, aligned with how access is granted in the ERP.
- 06
Governance
Workspaces, deployment pipelines, certified datasets and ownership so reporting does not fragment again.
How the engagement works
A clear sequence, agreed up front
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Questions first
Agree the decisions each audience makes and the measures and definitions those decisions need.
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Data path
Set up or review how D365 F&O data reaches the analytics platform.
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Model
Build and validate the semantic model against ERP figures with finance.
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Reports
Deliver reports iteratively with the people who will use them.
Technical approach
Our approach to Power BI & Business Intelligence
Pick the data path deliberately
D365 F&O offers several ways to get data into analytics. Embedded analytical workspaces are convenient for in-app views. For enterprise reporting, the recommended direction is to export tables to a data lake or Microsoft Fabric and model from there. Older approaches such as bring-your-own-database exports still exist in many environments; we assess them and plan a migration path where it makes sense.
Model once, report many times
A semantic model with conformed dimensions — legal entity, financial dimensions, calendar, item, customer, vendor, site — lets finance, supply chain and management reports agree by construction. Measures are documented in plain language next to their DAX definition.
Reconcile with finance before you publish
A dashboard that disagrees with the trial balance loses its audience on the first day. We reconcile key totals with ERP reports during development and keep those checks as part of the refresh process.
Benefits
What changes for your organisation
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One version of the numbers
Shared definitions end the debate about whose report is right.
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Faster decisions
Management sees current figures without waiting for manual spreadsheets.
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A healthier ERP
Analytics workloads stay off the transactional database.
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Visible data quality
Gaps in master data and process discipline become measurable and fixable.
FAQ
Questions about Power BI & Business Intelligence
Which D365 F&O data can be used in Power BI?
Financial, procurement, sales, inventory, production, project and other data — depending on the data path, the tables or entities exported and the reporting scope.
Should Power BI connect directly to D365 F&O?
For most analytical reporting, no. Exporting data to a data lake or Microsoft Fabric and modelling it there keeps load off the transactional system and gives better refresh control. Direct OData access is suitable only for small, specific datasets.
Can you build both executive and operational dashboards?
Yes. Executive KPI views and operational reports for daily work can share the same semantic model, which keeps their numbers consistent.
Can reporting reveal process problems?
Often. Missing dimensions, inconsistent statuses and unposted documents become visible in a good model, and fixing them improves both reporting and the ERP process.
Related services
Often combined with
Discuss Power BI & Business Intelligence with Codefine
Describe the situation in a few lines — what you run, what is not working and what has to happen next. We reply with concrete questions and a suggested first step.