Handing the reporting to its users
One model Dashboards Training Self-service
Case study
Transport and logistics
A logistics company whose supply-chain data was spread across many Excel files. Shipment tracking and warehouse efficiency now come from one reporting model.
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Shipment and warehouse data lived in many separate Excel files, and the reporting was assembled from them by hand. We consolidated it into one model, built dashboards for shipment tracking and warehouse efficiency, and trained the users to answer their own questions.

| Decision | Rejected alternative | Why |
|---|---|---|
| One reporting model | A dashboard per Excel file | Shipments and warehouses are read together, the way the supply chain runs. |
| Interactive, self-service dashboards | Static reports sent round | Users filter, drill and answer routine questions themselves. |
Retail
Foundation then Activation then Acceleration alongside StewardshipA retailer with Microsoft Fabric already in production, semantic models over Direct Lake and store revenue streaming in, who wanted forecasting, Copilot questions and anomaly detection on top of it.
Industrial manufacturing
Foundation then Activation then AccelerationAn industrial manufacturer reporting across a production network of sites, each with its own view of what was running.
Hospitality and real estate
Foundation then ActivationA holding group across hospitality and real estate, with entities that each closed their own books and a CFO who had to answer for all of them.
Multi-brand retail
Foundation then ActivationA retail group running several brands, each with its own systems, its own reporting habits and its own answer to what a margin is.
Free consultation
A free 60-minute consultation. No pitch, no invoice. You’ll leave knowing whether your data is ready for AI, and whether we’re a good fit.
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