Microsoft Events presents an in-depth session on Fabric IQ at Ignite 2025, detailing how Fabric IQ integrates unified data, ontology, and AI for intelligent enterprise operations.

Microsoft Fabric IQ: Transforming Unified Data into Enterprise Intelligence

Overview

Microsoft Fabric IQ, unveiled at Ignite 2025, showcases the transformation of enterprise data into a live semantic model. The unified platform empowers teams and AI agents to collaborate using shared entity, relationship, and rule definitions, driving real-time insights, autonomous operations, and smarter business decisions.

Key Features Highlighted

  • Power Ontology & Integration: Explanation of power ontology’s role in integrating dispersed datasets for grid analysis across business domains.
  • Semantic Modeling: Structured representation of entities, relationships, and rules—enabling common understanding and automation.
  • AI & Agent Collaboration: Teams and AI agents converge on unified data models, leveraging reasoning and rule automation for operational alerts and recommendations.
  • Automated Operational Actions: Ontology-driven automation for real-time response in use cases such as airport runway management and data center operations.
  • Geospatial and Insight Generation: Utilizing ontological models for advanced geospatial analysis and insight generation.
  • Operations Agent Demo: Integration with Microsoft Teams demonstrates alerting, recommendations, and reasoning capabilities that extend enterprise operations.
  • AI Digital Trust: Kyndryl’s Agentic AI shows applied digital trust for data center operations.

Demonstrations & Scenarios

  • Business Ontology Integration: Example integration for airport runway task management, blending data, rules, and real-time AI guidance.
  • Operational Intelligence via Teams: Operations Agent leverages Teams for workflow automation, alerting, and insight delivery.
  • Rule-Based Automation: Automated rules triggered by semantic entity relationships for operational efficiency.
  • Geospatial Insights: Mapping and grid analysis across multiple business domains using unified ontologies.
  • Third-Party Integration: Kyndryl showcases digital trust and AI-driven operations within the Fabric IQ platform.

Chapters & Session Structure

  • AI transformation and data modeling principles
  • Ontology integration for unified dataset management
  • Deep dives into ontology-powered insights and automation
  • Business and operational automation use cases
  • Transitioning to integrated AI within Fabric IQ
  • Demonstrations of real-world scenarios and integrations

Resources

Speaker Panel

  • Yitzhak Kesselman
  • Chafia Aouissi
  • Tony de Bos
  • Tessa Kloster
  • Truman Seto

Target Audience

Advanced practitioners, enterprise architects, data engineers, and business intelligence leads seeking to enable real-time, AI-powered operational intelligence using the Microsoft Fabric ecosystem.