Dynamics 365 + Power BI, governed end to end
One trusted view of Finance, Sales, and Supply Chain data from Dynamics 365
We connect Dynamics 365 Finance, Sales, Supply Chain, and Customer Service to Power BI through a governed semantic model. Your chief financial officer gets reconciled numbers. Your sales leaders get pipeline and annual recurring revenue. Your operations team gets inventory and delivery key performance indicators from the same source of truth.
Submit your brief › discovery call within 48 hours › architecture review and scoped proposal in 5 days › first integrated report within 3 weeks of sign-off
Your team's time investment across a full Dynamics 365 to Power BI integration is typically 3 to 4 hours per week: one data validation call, async sign-off on entity mappings, and a user acceptance testing session. We handle dataflows, Dataverse, semantic model, DAX, and publishing.
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Dynamics 365 + Power BI integrations delivered
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Brands served across business intelligence engagements
0 weeks
To first reconciled report
0%
Match rate to Dynamics 365 source numbers
The reporting gap inside Dynamics 365
Dynamics has the data. The numbers still arrive late, in Excel, and disagree.
We close the month inside Dynamics 365 Finance. Then someone exports six tables to Excel, builds a deck overnight, and the executive numbers are already a week stale before the meeting starts.
Group Chief Financial Officer
Mid-market manufacturing client · pre-engagement, 2024
Friction
0
Average reporting lag from Dynamics 365 month close to executive review across the four engagements we audited last quarter.
Friction
0
Of board-ready key performance indicators disagree between the Dynamics 365 standard reports and the finance team's Excel models.
Friction
0
Per week spent by analysts exporting, cleaning, and reconciling Dynamics 365 data into reporting decks.
Old way
Six exports, three spreadsheets, one tired analyst
- Manual exports from Dynamics 365 Finance, Sales, and Supply Chain tabs each cycle.
- No shared definitions between finance annual recurring revenue and sales pipeline annual recurring revenue.
- Refresh failures discovered the morning of the board pack.
- Row-level access enforced by hiding sheets, not by security.
After Redefine
One semantic model, every Dynamics 365 number reconciled
- Dataverse and Fabric link to Dynamics 365 entities: no copy-paste, no schedule drift.
- One certified measure per key performance indicator: gross margin, annual recurring revenue, days sales outstanding, inventory turns.
- Gateway monitored, refresh failures alert before the executive sees them.
- Row-level security tied to Dynamics 365 user roles, audited and documented.
The 5-step Dynamics 365 to Power BI integration
From signed statement of work to first reconciled board pack in 21 days
Every step maps a Dynamics 365 entity to a Power BI artefact. Click any step to see exactly what we deliver and what your team signs off.
1
Days 1 to 3
Discovery and entity audit
We catalogue every Dynamics 365 module in use, the operating reports each team depends on, and where the numbers currently disagree.
2
Days 4 to 7
Entity mapping and key performance indicator dictionary
Map Dynamics 365 tables (CustTable, SalesLine, InventTrans) to Power BI dimensions and facts. Lock the definition of every executive key performance indicator.
3
Days 8 to 12
Dataflow and gateway build
Build Fabric dataflows or Dataverse link, configure the on-premises gateway for Dynamics 365 Finance and Operations, schedule incremental refresh.
4
Days 13 to 17
Semantic model and DAX measures
Star schema with date, customer, product, vendor, and general ledger dimensions. Certified DAX for annual recurring revenue, gross margin, days sales outstanding, working capital, inventory turns.
5
Days 18 to 21
Reports, row-level security, and publish
Publish executive, finance, sales, and operations reports. Row-level security tied to Dynamics 365 roles. User acceptance testing, training, and handover.
Step 1 output
Dynamics 365 module inventory
Dynamics 365 FinanceIn use
Dynamics 365 SalesIn use
Dynamics 365 Supply ChainIn use
Dynamics 365 Customer ServicePartial
Dynamics 365 Project OperationsNot in use
Dynamics 365 Human ResourcesNot in use
Findings: 14 operational reports today, 6 disagreements found, 4 critical key performance indicators missing a single owner.
Step 2 output
Dynamics 365 entity to Power BI mapping
CustTable›dim_Customer
SalesLine›fact_SalesLines
InventTrans›fact_Inventory
GeneralJournalEntry›fact_GL
VendTable›dim_Vendor
DimensionAttributeValue›dim_Cost_Center
Key performance indicator dictionary: 28 measures locked, 1 owner per key performance indicator, signed by finance and sales heads.
Step 3 output
Dataflow and gateway live
Dataverse link to Dynamics 365 Finance
and
OperationsLive
On-premises gateway (clustered)Healthy
Incremental refresh (15
minutes)Scheduled
Last refresh: 4 minutes agoMonitored
Step 4 output
Star schema and certified DAX
dim_Date
7 cols
fact_GL
4.2M rows
dim_Customer
12 cols
dim_Product
9 cols
fact_Sales
1.8M rows
dim_Vendor
8 cols
// Certified measure
Gross Margin % =
DIVIDE(
[Revenue] - [COGS],
[Revenue]
)
Step 5 output
Reports live with row-level security enforced
Gross margin
34.2%
+2.1 pts versus previous quarter
Days sales outstanding
42 days
-6 days
Pipeline annual recurring revenue
$4.8M
+18%
Inventory turns
6.4x
+0.9
Row-level security: Region Manager EMEA sees only EU and UK rows. Tied to Dynamics 365 user role.
What you get in a Dynamics 365 integration
engagement
Eight named deliverables. Owned by Redefine. Signed off by your team.
You do not write the brief, manage the dataflow build, or write the DAX. Your team validates definitions and signs off on user acceptance testing. Everything else lives with us.
01
Dynamics 365 entity audit
Full inventory of Dynamics 365 modules, custom entities, and reports in use. Gap list of disagreements between current numbers.
02
Key performance indicator dictionary
One signed page per executive key performance indicator: definition, formula, owner, and the Dynamics 365 source table. Lives in your wiki.
03
Dataverse and Fabric pipeline
Production dataflows from Dynamics 365 Finance and Operations and Customer Engagement. Documented incremental refresh. Gateway clustered for high availability where needed.
04
Star schema semantic model
Date, customer, product, vendor, general ledger, dimension. Optimised for Power BI: fewer tables, faster reports, predictable performance.
05
Certified DAX measures
Revenue, gross margin, annual recurring revenue, days sales outstanding, working capital, inventory turns, pipeline coverage. All named, certified, and tested.
06
Executive report pack
Board, finance, sales, supply chain reports published. Mobile layouts. Subscriptions and bookmarks configured.
07
Row-level security
Tied to Dynamics 365 security roles via Azure Active Directory. Region managers see their region. Sales representatives see their accounts. Audited.
08
User acceptance testing, training, and handover
Two structured user acceptance testing cycles. Recorded training for finance, sales, and operations. Runbook for refresh failures and gateway alerts.
Stack value
List price of the stack versus engagement fee
Dynamics 365 entity audit and key performance indicator dictionary$14,000
Fabric dataflow and gateway build$22,000
Semantic model and certified DAX$28,000
Executive and functional report pack$18,000
Row-level security, governance, and runbook$9,000
Notional stack
total$91,000
Fixed scope engagement
From $48,000
Scoped before work starts. Line-by-line pricing. No commitment to receive a proposal.
Submit your brief › call within 48 hours › scoped proposal in 3 days › Sprint 1 begins within 1 week of sign-off
Connector and platform coverage
Every Dynamics 365 module, every supported connector pattern
We work with the full Dynamics 365 family across cloud, hybrid, and on-premises deployments. Below: what we have built in production, with the integration pattern we recommend.
Dynamics 365 moduleRecommended patternRefresh latencyStatus
Dynamics 365 Finance and
OperationsDataverse link and Fabric15 minute incrementalProduction
Dynamics 365 Sales (Customer
Engagement)Dataverse directDirectQuery or hourlyProduction
Dynamics 365 Supply
ChainDataverse link and Fabric30 minute incrementalProduction
Dynamics 365 Customer
ServiceDataverse directNear real timeProduction
Dynamics 365 Project
OperationsDataverse and dataflowHourlyProduction
Dynamics 365 Business
CentralBusiness Central connector and ODataHourlyProduction
Dynamics AX 2012
(legacy)On-premises gateway and SQLNightlyMigration ready
Authentication
Azure Active Directory single sign-on with conditional access. Service principal for unattended refresh. No shared accounts.
Governance
Workspace lineage view. Promoted versus certified datasets. Endorsement workflow with finance sign-off.
Performance
Composite models, aggregations, query folding. Reports load in under 3 seconds at 5M and more rows.
Proof from a live Dynamics 365 to Power BI
engagement
Six-day close to next-morning close, on the same Dynamics 365 tenant
Mid-market
manufacturing · 11 entities · Dynamics 365 Finance and Operations
A multi-entity manufacturer running Dynamics 365 Finance and Supply Chain across EMEA and APAC
Problem
Group close took six days because every entity exported a different cut of the same Dynamics 365 tables to Excel. The chief financial officer saw the consolidated numbers on day seven and the board pack disagreed with the operating reports by an average of 3.8%.
Solution
We built a Fabric dataflow off the Dataverse link for Dynamics 365 Finance and Operations, a star schema semantic model with one fact_GL and one fact_Sales, and certified DAX for every consolidated key performance indicator. Row-level security tied to Dynamics 365 legal entity roles. Reports replaced 14 legacy Excel decks.
Result
Day-one close. Numbers reconcile to Dynamics 365 source within 0.4%. Finance team time on reporting fell from 14 hours per analyst per week to under 4. Sales pipeline annual recurring revenue finally agrees with finance booked revenue at the executive layer.
Close cycle
0
Reduction in days to close, from 6 days to next morning, three months after go-live.
Match rate
0
Dynamics 365 source.
Hours saved
0
Per analyst, weekly.
Cost of staying on Excel for Dynamics 365
reporting
The number your chief financial officer cares about
Move the sliders below to see what a year of manual Dynamics 365 reporting is costing the business. Every value is a Redefine benchmark from prior engagements.
Submit your brief › call within 48 hours › scoped proposal in 3 days › Sprint 1 begins within 1 week of sign-off
Book Your Scoping Call4
14
$85
Cost of staying put
$247,520
Annual analyst cost on manual Dynamics 365 reporting.
Cost after Redefine
$71,781
Same analysts, 71% time recovered, redirected to analysis.
Benchmarks: 71% analyst time recovered post-integration (Redefine Dynamics 365 engagement average, 2023 to 2025).
Why Redefine for Dynamics 365 + Power BI
Six things the default partner network does not do
Most implementation partners deliver connector lists. We deliver a governed reporting layer your chief financial officer will sign on. Here is what changes.
Signed key performance indicator dictionary first
Other implementation partners start with connectors. We start by getting finance, sales, and operations to agree what gross margin and annual recurring revenue mean. The build comes after.
Star schema, not table dump
Typical partner billing runs on "report count". We deliver a star schema semantic model with one fact_GL and one fact_Sales: not 40 disconnected dataset tables.
Row-level security tied to Dynamics 365 roles, not Excel hiding
Row-level security tied to Dynamics 365 security roles via Azure Active Directory. Region managers see their region. Sales representatives see their accounts. Audited, not configured by Excel.
Performance budget signed in week one
Composite models, aggregations, query folding. We sign a 3-second load target at 5M and more rows before we start: not a "best effort" clause in the statement of work.
Runbook handover, not vendor lock
You own the workspace, model, and DAX. Runbook documents every refresh failure path. Your team or ours, but the choice stays yours.
Chief financial officer grade reconciliation
Every reported number reconciles within 0.5% of the Dynamics 365 source before we sign off go-live. Disagreement found in user acceptance testing is fixed by us, not handed back as a "data quality issue".
Dynamics 365 + Power BI questions we get every
week
Honest answers to the questions before signing
No. Fabric is recommended for Dynamics 365 Finance and Operations at scale because the Dataverse link plus shortcuts to the lakehouse outperforms older export-to-data-lake patterns. For Dynamics 365 Customer Engagement (Sales, Customer Service), the standard Dataverse connector works fine and Fabric is optional. We will tell you in discovery which pattern fits your data volume and refresh requirements.
Both. Business Central uses its OData version 4 application programming interface plus the dedicated Business Central connector. We have a dedicated Power BI and Business Central integration page for that engagement: the principles are the same. Key performance indicator dictionary first, star schema, certified DAX, row-level security tied to Business Central roles.
We connect to AX 2012 via an on-premises gateway against the underlying SQL Server. The semantic model is the same shape as Finance and Operations; refresh is typically nightly. If you are mid-migration to Dynamics 365 Finance and Operations, we design the reporting layer so reports survive the cutover. See our Power BI migration services.
Row-level security is enforced inside the Power BI semantic model. The DAX role filter pulls the user's Dynamics 365 legal entity and security role from Azure Active Directory via USERPRINCIPALNAME(), then filters fact tables to authorised rows. We audit the role definitions with your information technology lead before publish, and the runbook documents how to extend roles when Dynamics 365 security changes.
DirectQuery against Dataverse gives you near real time for Dynamics 365 Customer Engagement. For Finance and Operations at scale we recommend hourly or 15-minute incremental refresh against a Fabric lakehouse: "real time" against Finance and Operations transaction tables breaks performance and is rarely what executives actually need. We will design for the decision speed your business runs at, not the demo speed.
First reconciled board pack lives within 3 weeks of sign-off. Full executive and functional report rollout typically 6 to 9 weeks depending on number of legal entities and modules. Your team commits 3 to 4 hours per week for data validation, definition sign-off, and user acceptance testing. We do not need access to your Dynamics 365 admin account: service principal with scoped read permissions is sufficient.
Your choice. The runbook lets your team operate it from day one. If you would rather we hold gateway monitoring, refresh alerts, and model changes, that lives in Power BI managed services with a defined service-level agreement. Many clients run a 90-day hand-holding period then move to a lighter monthly retainer.
Is this engagement the right fit?
Who this is for, and who we will turn away
Good fit
You will get full value if
- You run Dynamics 365 Finance and Operations, Customer Engagement, Supply Chain, or Business Central in production and reporting is the gap.
- Finance and sales numbers disagree at the executive layer today and the chief financial officer has flagged it.
- You have a finance lead who can commit to signing the key performance indicator dictionary in week one.
- Multi-entity, multi-region, or row-level security is a requirement at the executive reporting layer.
Not a fit
We will turn you away if
- Your Dynamics 365 implementation is still in flight: come back when the operating reports stabilise.
- You want a 50-report dump replicating exactly what users see in Dynamics 365 today, with no consolidation.
- There is no executive sponsor on the buyer side. Key performance indicator definitions stall without one.
- You expect a $20k all-in engagement. The audit alone takes a week of senior time.
Not sure? Tell us your situation and we will be straight with you. If your engagement is not a fit today, we will tell you that on the discovery call and suggest the right next step: even if it is not us.
Book Your Honest Scoping CallOther Power BI integration services
The full Power BI integration map
We integrate Power BI with every business system below. Same engagement model, same key performance indicator dictionary first principle, different connectors.
Hub
All Power BI integrations
Browse every connector and system we build against.
Microsoft ERP
Power BI and Business Central
Business Central connector, OData, and the same key performance indicator dictionary approach.
Enterprise ERP
Power BI and SAP integration
S/4HANA, ECC, and Business Warehouse connector patterns done right.
Customer relationship management
Power BI and Salesforce
Pipeline, annual recurring revenue, and booked revenue in one model.
Customer relationship management
Power BI and HubSpot
Marketing and sales attribution joined to finance reality.
ERP
Power BI and NetSuite
SuiteAnalytics, REST, and a governed semantic layer.
Data platform
Power BI and SQL Server
On-premises, hybrid, and Azure SQL patterns.
Data platform
Power BI and Azure Synapse
Dedicated and serverless pools, optimised for business intelligence.
Cloud warehouse
Power BI and Snowflake
DirectQuery, composite models, and cost-controlled business intelligence.
Lakehouse
Power BI and Databricks
Unity Catalog and serverless SQL for governed business intelligence.
Cloud warehouse
Power BI and BigQuery
Cross-cloud reporting from Google Cloud Platform without latency drag.
IT service management
Power BI and ServiceNow
Service desk, change, and asset key performance indicators joined to finance.
Book your Dynamics 365 to Power BI scoping call
One call to map your Dynamics 365 reporting gap
Tell us what your team is doing manually that a Dynamics 365 and Power BI integration should handle. We will respond within 48 hours with a scoped proposal in 5 days. No commitment. No pitch.
Submit your brief › call within 48 hours › scoped proposal in 5 days › first reconciled report within 3 weeks of sign-off
Response within 48 hours
Proposal in 5 days
46 Dynamics 365 and business intelligence integrations live
You own the workspace
Dynamics 365 modules in use (tap all that apply)
Call within 48 hours · proposal in 5 days · first reconciled report within 3 weeks of sign-off. No commitment. No pitch.
Brief received. We will review your Dynamics 365 deployment and send a scoped proposal within 5 business days.