What we are reading, writing and shipping.
Reference architectures, customer cases and senior takes on Microsoft Fabric, AI Act, Power BI and the day-to-day data work, written by the engineers shipping it.

Why we are called Sparkle
Before a good decision, an insight. Before an insight, a spark. The story behind the name on the door.

Medallion Architecture
A layered data design pattern that progressively refines raw data into clean, business-ready insights, moving through Bronze, Silver, and Gold layers.

Budgets belong in your data platform now
Planning in Fabric IQ is Microsoft’s newest capability, and it signals a genuine shift in how organisations can think about the relationship between analytics and planning.

Sparkle is now part of the Estonian Microsoft Fabric user group
The Estonian Microsoft Fabric User Group is a space where people come together to tackle real-world data engineering and architecture challenges using Microsoft Fabric.

Connecting the Dots: Neo4j Graph Intelligence Inside Microsoft Fabric
Microsoft Fabric unifies data engineering, analytics, and AI across the Microsoft ecosystem.
But many business problems like fraud detection, customer 360, supply-chain optimization, … depend not on single data points, but on how those points connect.

Microsoft Fabric Ideation Session
Three hours, your data, our senior architects. We map your three highest-impact use cases, sketch the target architecture, and give you a clear go/no-go on whether Fabric is right for your stage.
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One short note per quarter · architectures we shipped, customer wins, AI Act updates that actually matter.
