Reference Builds & Demos

Explore the craft. See what we build.

Start with a familiar business problem. Explore how connected data and practical AI could change the way your team works.

See what better work looks like.

Practical examples of the problems we solve and what your team gets back.

Go deeper: reference builds

Implementation patterns, sample dashboards, and technical walkthroughs, with source attribution.

Reference buildMicrosoft official sources

06. Microsoft Fabric Migration

Implementation reference pack

Fabric Migration Reference Pack

A migration evaluation pack for moving analytics workloads into Microsoft Fabric using official migration, OneLake, and Direct Lake guidance.

Microsoft Fabric official migration and platform guidanceStatus: guildbuild adapted
Reference buildMicrosoft official sources

05. Performance & Cost Optimization

Optimization playbook

Fabric Capacity Optimization Playbook

A capacity and performance triage playbook based on Fabric Capacity Metrics, capacity planning, and Direct Lake performance guidance.

Microsoft Fabric capacity and performance documentationStatus: guildbuild adapted
Reference buildMicrosoft official sources

04. Trusted Analytics & Semantic Models

Dashboard blueprint

Semantic Model and Dashboard Blueprint

A dashboard and semantic model blueprint for executive reporting, grounded in official Power BI model design and report design guidance.

AdventureWorks-style public sample data modelStatus: source reviewed
Reference buildMicrosoft official sources

02. AI Agents & Workflow Automation

Agent workflow pattern

Fabric Data Agent Workflow Pattern

A governed conversational analytics and workflow pattern based on Fabric Data Agent concepts and Microsoft Fabric Data Science guidance.

Synthetic governed analytics workspace scenarioStatus: guildbuild adapted
Reference buildMicrosoft official sources

01. Data Architecture & Engineering

Governance operating model

Purview Governance and Quality Model

A Fabric governance operating model that translates Microsoft Purview, lineage, sensitivity label, and security guidance into buyer-ready controls.

Microsoft Fabric governance and Purview guidanceStatus: guildbuild adapted
Reference buildMicrosoft official sources

01. Data Architecture & Engineering

Engineering starter

OneLake and Real-Time Engineering Starter

A lakehouse and real-time engineering starter plan based on OneLake, Data Factory pipeline, and Real-Time Intelligence tutorials.

Microsoft Fabric tutorial and sample-data guidanceStatus: source reviewed
Reference buildMicrosoft official sources

03. Managed Services & Data

Illustrative solution architecture

Retail Intelligence Reference Architecture

An illustrative flow from permitted retail observations to business reporting, with product matching, freshness checks, and source evidence.

Illustrative architecture; no client data or operational metricsStatus: guildbuild adapted

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