Measure definition
Agree the business question, denominator, time period, owner and limitations of each measure.
A RELIABLE VIEW OF PERFORMANCE AND EXCEPTIONS
See what is happening. Know what needs attention.
Turn platform and business evidence into dashboards that explain performance, freshness and the action behind each exception.
THE WORK TO BE DONE
Design around the business need.
A dashboard is useful only when people understand the measure, trust its source and know what to do next. We connect reporting to the operational records behind it.
Data and semantic modelling
Build curated datasets and semantic models with documented source mappings, refresh behavior and reconciliation.
Actionable reporting
Create focused management and operational views, with drill-through to permitted records and clear exception ownership.
Monitoring and improvement
Separate business outcomes from technical health. Track freshness, failures and usage, then refine the reporting backlog.
A REVIEWABLE ENGAGEMENT
What the work produces.
Scope and acceptance are agreed at the start of the engagement.
Typical deliverables
- Measure catalogue and source mappings
- Curated model and refresh design
- Dashboards and exception views
- Report access and support guidance
Controls to design and verify
- Explicit reporting access and RLS where required
- Freshness and completeness indicators
- Reconciliation to source records
- Agreed definitions and change ownership
IN OPERATION
A practical employee or operator journey.
A governance lead sees an ownership gap, filters the report to the relevant business scope and opens the authorised register record to assign an investigation.
Measures to agree
- Decision turnaround for priority use cases
- Data completeness and refresh reliability
- Time to identify and resolve exceptions
- Use of report-driven actions
Technology choices
Power BI · Microsoft Fabric where appropriate · Dataverse · Azure data services · SharePoint
The selected components depend on your tenant, licensing, operating requirements and existing platform investments.
QUESTIONS BEFORE WE BUILD
Make the boundaries explicit.
Can we work with the systems we already have?
Yes. Discovery begins with your existing platforms, content and processes. We identify what can be retained, what needs to change and which integration boundaries require agreement.
What does the first release include?
A bounded business scenario, agreed users and sources, acceptance tests and a support owner. The scope is defined from evidence rather than a fixed set of generic features.
How do you establish production readiness?
By verifying the intended behavior, permissions, failure paths and operating model against agreed acceptance. A successful interface demonstration is one input to that decision.
LET’S BUILD THE NEXT CAPABILITY
Let’s define the next useful release.
Start with a business outcome. We will help define the architecture, the first release and the evidence needed to move forward.