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Data models that keep every report consistent

We design star schemas and semantic models, write the DAX, LOD and SQL behind your metrics, and tune them so reports stay fast as data grows.

Request a consultationHow we work
SQLDAXLOD expressionsLookMLdbtStar schemas
Sound familiar?

Problems we fix

Two reports show two answers
Measures are hard to read or change
Queries slow down every month
Models were built one report at a time
Business definitions live in people's heads
New hires take weeks to understand the data
Data modeling and SQL

What we do

01

Star schema design

Facts and dimensions that match how your business works.

02

Semantic models

One shared model for many reports in Power BI, Looker or Tableau.

03

Metric definitions

Agreed definitions written once and reused.

04

DAX, LOD and SQL

Calculations that are correct, readable and fast.

05

Performance tuning

Find and fix the slow queries and heavy measures.

06

Documentation

A data dictionary your team will actually use.

How we work

Four steps, no surprises

Discover

A free call to understand your goals, data and tools. You get a written scope and a fixed price.

Design

We agree on metrics and layouts with you before building, so there are no surprises.

Build

Regular updates and working previews, with revisions before sign-off.

Hand off

Documentation and a walkthrough so your team can own what we built.

Results

Recent work and client reviews

Client names are kept private.

Pharmaceutical sales

Territory and account dashboards for a commercial team, rebuilt over several versions as the business grew.

TableauSQL
Finance and sales

Financial and sales dashboards on Microsoft Dynamics 365 data and Fabric models.

Power BIDynamics 365Fabric
★★★★★
Quick to pick up on the entire scope of the project and very knowledgeable.
Analytics solution buildVerified client review · Data modeling
★★★★★
Exceptional support in creating and publishing Tableau dashboards, seamlessly replicating complex visualizations from Power BI to Tableau. Expertise, attention to detail, and clear communication made the process smooth and efficient.
Power BI to Tableau rebuildVerified client review · Tableau · Power BI
Ways to work together

Fixed price or monthly

You get a written scope and price after a free consultation.

Fixed-price projectOne dashboard or a full build, with a set scope, timeline and price agreed upfront.Monthly retainerA block of hours each month for new reports, changes, fixes and questions.Delivered in EmbedPortalShare what we build with customers and partners in a branded portal with unlimited viewers.
FAQ

Data modeling and SQL questions

What is a semantic model?

A shared layer that defines tables, relationships and metrics once, so every report uses the same logic.

Can you fix slow DAX or SQL?

Yes. We profile the slow parts, rewrite them and check that results do not change.

Do you document metric definitions?

Yes. We write a short data dictionary with each metric's definition, owner and source.

Can you model data for more than one BI tool?

Yes. We can build the model in the warehouse with dbt so Power BI, Tableau and others share it.

How long does a modeling project take?

A focused model for one area often takes 2 to 4 weeks. These are estimates.

Do we need to rebuild our reports?

Not always. Often we can point existing reports at the new model with small changes.

Talk to us about data modeling and SQL

A free consultation. You get a written scope and a fixed price before any work starts.

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