22-25 April 2026 
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SQLBits 2026
AI-Augmented Query Optimization: SQL Server 2025 Meets Fabric Self-Healing Data Platformf
SQL Server 2025 introduces groundbreaking capabilities for performance optimization and observability, while Microsoft Fabric brings unified analytics and AI-driven insights. But how do we combine these innovations to build a truly resilient, self-healing data platform?
In this session, we’ll explore AI-Augmented Query Optimization and Fabric Observability to tackle real-world challenges like unpredictable workloads, query regressions, and performance bottlenecks. You’ll learn:
Who this is for: Data engineers, DBAs, and architects managing mission-critical SQL workloads in hybrid or cloud environments.
What problem it solves: Eliminates manual troubleshooting by leveraging telemetry, ML notebooks, and AI-driven root-cause analysis.
What you’ll take away: A practical blueprint for creating a Self-Healing SQL Fabric Dashboard that combines SQL telemetry with Fabric ML for automated anomaly detection and performance tuning.
Expect live demos, POC architecture, and actionable strategies to future-proof your data platform with SQL Server 2025 and Microsoft Fabric.
Session Description
SQL Server 2025 introduces advanced query optimization and observability features, while Microsoft Fabric delivers unified analytics and AI-driven insights. But how do we combine these innovations to create a self-healing data platform that minimizes downtime and maximizes performance?
This session is designed for DBAs, data engineers, and architects managing mission-critical workloads in hybrid or cloud environments. We’ll address a common pain point: manual troubleshooting of query regressions and performance bottlenecks. Instead, learn how to leverage SQL telemetry, Fabric ML notebooks, and AI-powered anomaly detection to automate root-cause analysis and remediation.
What you’ll gain:
A clear understanding of SQL Server 2025’s new optimization capabilities.
Practical steps to integrate Microsoft Fabric observability and AI for proactive performance management.
A blueprint for building a Self-Healing SQL Fabric Dashboard with real-world demos and POC architecture.
Walk away with actionable strategies to future-proof your data platform using AI-driven automation, Fabric analytics, and SQL Server 2025 innovations.
SQL Server 2025 introduces advanced query optimization and observability features, while Microsoft Fabric delivers unified analytics and AI-driven insights. But how do we combine these innovations to create a self-healing data platform that minimizes downtime and maximizes performance?
This session is designed for DBAs, data engineers, and architects managing mission-critical workloads in hybrid or cloud environments. We’ll address a common pain point: manual troubleshooting of query regressions and performance bottlenecks. Instead, learn how to leverage SQL telemetry, Fabric ML notebooks, and AI-powered anomaly detection to automate root-cause analysis and remediation.
What you’ll gain:
A clear understanding of SQL Server 2025’s new optimization capabilities.
Practical steps to integrate Microsoft Fabric observability and AI for proactive performance management.
A blueprint for building a Self-Healing SQL Fabric Dashboard with real-world demos and POC architecture.
Walk away with actionable strategies to future-proof your data platform using AI-driven automation, Fabric analytics, and SQL Server 2025 innovations.