fabric-iq

The IQ Series is a hands-on learning experience for Microsoft IQ: Microsoft's unified intelligence layer for the enterprise, spanning Foundry IQ, Work IQ, and Fabric IQ. The series includes video episodes, Jupyter notebooks, and Azure deployment templates.

Materialized Lake Views and Ontology-Based Data Agents for Cross-Domain Hospital Analytics Demo

Resources showing how Microsoft Fabric IQ unifies real-time data and semantic context to power trusted operational AI — helping teams and agents reason and act on business context. From Microsoft Build 2026.

Proof of concept for a connected Microsoft IQ intelligence layer in a research AMC across Foundry IQ, Fabric IQ, Work IQ, and Web IQ.

MS Fabric IQ & Data Agents used by the Fabric Partner workshop (ran on 24th and 25th June 2026)

Pair Fabric IQ semantic grounding with non-parametric learning—optimize the harness, freeze the weights—to build model-independent, lower-cost enterprise AI agents.

Zava Health Network: End-to-end Fabric demo — Materialized Lake Views + Fabric IQ Ontology + Data Agents + Activator. Cross-domain hospital intelligence from EHR, staffing, census, and billing data. Three workspaces, zero manual orchestration.

Microsoft Fabric: Fabric IQ used by the skillable workshop

End-to-end demo: Materialized Lake Views + Fabric IQ Ontology + Data Agents — cross-workspace data products with no Airflow, no dbt, no separate lineage tool. One Lakehouse, every capability.

The False Readiness Firewall: Microsoft Agent Framework + Fabric IQ prove semantic conflicts with deterministic SQL, quantify learner and budget impact, and gate canonical meaning to the human owner.

Synthetic SAS finance intelligence demo using Microsoft Fabric Lakehouse, Ontology, Data Agent, and Foundry MCP

End-to-end Microsoft Fabric demo for hotel groups: SQL PMS mirroring, OneLake, Direct Lake Power BI, MLflow demand forecast, Data Agent (Greek/English) and Fabric IQ ontology - one-command deploy, fictional data

One-command Microsoft Fabric Jumpstart for deploying ontologies and data agents across 12 industry templates.

Microsoft Fabric IQ (ontology, graph, Direct Lake) + Foundry multi-agent demo on a synthetic media-agency dataset. Idempotent deploy, 192 offline tests.

The IQ Series is a hands-on learning experience for Microsoft IQ: Microsoft's unified intelligence layer for the enterprise, spanning Foundry IQ, Work IQ, and Fabric IQ. The series includes video episodes, Jupyter notebooks, and Azure deployment templates.

An end-to-end Microsoft Fabric demo built around a smart manufacturing scenario. This repository contains everything you need to stand up a live Fabric demo — from streaming data generation to real-time dashboards, Power BI reports, and an AI agent.