Session

AI Squads: How Multi-Agent Systems Turn Enterprise Data into Action

Explore how Microsoft Fabric can be used to orchestrate specialised AI agents across analytics, operations, and business workflows. The session will focus on how organisations can move beyond single-purpose copilots and build collaborative AI squads grounded in trusted enterprise data, governance and business context. Through a practical scenario, attendees will see how specialised agents can work together to detect anomalies, investigate root causes, correlate operational signals and recommend actions while remaining aligned with enterprise data and governance requirements.
Key themes will include:
- The evolution from single AI assistants to collaborative multi-agent systems.
- Core building blocks of enterprise-ready agent architectures, including grounding, orchestration, shared memory and governance.
- How Fabric provides the data foundation through OneLake, semantic models, real-time data and integrated analytics.
- Practical architectural patterns and best practices for building trustworthy, scalable AI solutions.


- Subtitle: Using Microsoft Fabric to orchestrate specialised AI agents across analytics, operations and business workflows.
- Format: Breakout session - slides + live demos
- Preferred duration: 45 min
- Level: 200–300 (concepts accessible to leaders, demos deep enough for architects/devs)
Track fit: Agentic AI/Enterprise AI/Data platform
- First public delivery: CognitionX Emirates 2026, Dubai (Upcoming, 14 October 2026)
- Language: English
- Recording/streaming: Yes, happy to be recorded. Demo environment uses synthetic data only.

Filipa Lobão

Data and AI Cloud Solution Architect @Microsoft

Dubai, United Arab Emirates

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