Data Services
Data modelling
A data model that makes reporting fast, consistent and extensible.
What it involves
Data modelling
Slow reports and figures that don't reconcile almost always stem from the model underneath. We design clear star schemas with facts, dimensions and reusable measures, documented so everyone knows what a number means.
- Star schema with facts and dimensions
- Reusable measures and KPI definitions
- History and slowly changing dimensions
- Performance at large data volumes
- Documentation and data dictionary
- Suitable for Power BI, Fabric and AI use cases
Approach
How we approach this
01
Analysis
Map processes, entities and questions.
02
Design
Define model, grain and relationships.
03
Build
Set up loading processes and model layers.
04
Embed
Documentation, tests and operations.
Outcome
What it delivers
Reports that consistently reconcile
New questions answered faster
Lower maintenance effort
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