You’ll learn how to boost accuracy and build trustworthy AI insights by fixing data architecture issues in Microsoft Fabric — directly inside the Microsoft cloud — in this episode.

Who this episode is for:
• You want practical strategies you can apply instantly
• You want real execution — not theory
• You want to unlock Microsoft 365, Power Platform, and Azure for real business outcomes

Scenario: Your AI tools, like Copilot, provide confident but misleading insights due to flawed data structures and inconsistent metadata.

Step-by-step – what they will learn:
• Why Copilot sometimes "lies" and how data inaccuracies lead to hallucinations
• How to clean medallion layers, ensure semantic discipline, and configure data instructions
• Where Copilot fits into your daily workflows when it’s governed properly
• How to combine Microsoft Fabric with semantic models for reliable AI outputs

Tools + tech included:
• Microsoft 365
• Microsoft Fabric
• Data lineage tracking
• Semantic models + metadata governance

Practical payoff:
• Reduce manual errors
• Build trustworthy AI insights
• Improve decision-making with accurate, explainable data

Open topical anchors: AI integration • data accuracy • cloud-first transformation • automation strategy

Example business cases listeners can apply immediately:
• Fixing faulty joins to prevent misleading reports
• Creating semantic consistency for accurate KPIs
• Automating insights while enforcing data governance

Outcome statement: By the end of this episode — you’ll know how to stop Copilot from hallucinating by fixing architectural flaws and enforcing disciplined data governance.

Call-to-action: Start building your skills today.

#microsoftfabric #copilotprompts #datalineage #dataaccuracy #aihallucination

#microsoftfabric #datamodeling #dataquality #semanticmodel #copilotinsights

CHAPTERS:
00:00 - Introduction
00:49 - The Illusion of Intelligence
03:42 - The Medallion Myth
08:15 - The Missing Brain
11:55 - Data Source Instructions
13:48 - Agent Instructions
15:54 - Example Queries
16:40 - Importance of Architecture
17:45 - Systemic Governance
22:00 - Systemic Cure
22:24 - Teaching Machines to Tell the Truth
23:13 - Accuracy Maintenance

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