Supercharge Microsoft Fabric¶

Transform your operations with enterprise-grade analytics powered by Microsoft Fabric

Real-time insights · Medallion Architecture · Regulatory Compliance · Direct Lake BI

Architecture at a Glance¶

Three Core Paradigms¶

This POC is built on three paradigms that define how data flows from source to insight inside Microsoft Fabric.

OneLake is the unified storage layer. Every workspace writes Delta and Iceberg tables to a single lake — no data movement, no copy sprawl.

Medallion Architecture (Bronze → Silver → Gold) organizes that data by quality tier. Bronze captures raw ingestion, Silver cleanses and validates, Gold produces business-ready KPIs and star schemas.

Direct Lake connects Power BI semantic models straight to Gold-layer Delta tables in OneLake — sub-second queries without import or DirectQuery overhead.

Together they give you a single pipeline from raw events to executive dashboards, with governance enforced by Microsoft Purview at every layer.

Start Here¶

Quick Start

Prerequisites, Azure setup, one-click Bicep deployment

Get started
Tutorials

37+ hands-on modules from Bronze ingestion to AI/ML

Browse tutorials
Architecture

System design, component overview, data flow diagrams

View architecture
3-Day POC Agenda

Workshop materials: Foundation → Transformation → BI & Governance

View agenda

Choose Your Path¶

Data Engineers

PySpark notebooks, pipelines, ETL, medallion implementation

Bronze layer tutorial
BI Developers

Direct Lake, Power BI semantic models, DAX measures

Direct Lake tutorial
Security & Compliance

Purview governance, MICS, CTR/SAR, regulatory reporting

Governance tutorial
Real-Time Analytics

Eventstreams, Eventhouse, KQL for streaming workloads

Real-time tutorial

Feature Documentation¶

Fabric IQ

Natural language data exploration with Ontology & Plan layers

Fabric IQ
Real-Time Intelligence

Eventstreams, Eventhouse, KQL, Business Events, Maps

RTI
AI Copilot

Copilot Studio integration and governance configuration

Copilot
Data Mesh

Enterprise data mesh patterns with Fabric domains

Data Mesh

View all features

Compliance & Governance¶

This POC addresses casino/gaming regulations (NIGC MICS, Title 31/BSA, IRS Gaming) and supports 8 federal agency domains — USDA, SBA, NOAA, EPA, DOI, DOT/FAA, Tribal Healthcare, and DOJ.

Framework	Coverage
NIGC MICS	Minimum Internal Control Standards
Title 31/BSA	Anti-money laundering, CTR/SAR
IRS Gaming	W-2G, 1042-S reporting
State Gaming Commissions	Jurisdiction-specific requirements

Security documentation

Quick Links¶

GitHub Repository

Source code, issues, and releases

Open on GitHub
Documentation

Full documentation index and guides

Browse docs
Infrastructure

Bicep IaC modules for Azure deployment

View infra
Cost Estimation

F64 capacity breakdown — ~$10,310/month

Cost details

License: MIT | Maintained by: Microsoft Fabric POC Team

View on GitHub