microsoft · ASchwarz1984 · Apr 21, 2026 · Apr 21, 2026
diff --git a/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image003.png b/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image003.png
diff --git a/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image004.png b/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image004.png
diff --git a/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image005.png b/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image005.png
diff --git a/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image006.png b/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image006.png
diff --git a/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image007.png b/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image007.png
diff --git a/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image008.png b/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image008.png
diff --git a/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image009.png b/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image009.png
diff --git a/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image010.png b/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image010.png
diff --git a/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image011.png b/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image011.png
diff --git a/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image013.png b/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image013.png
diff --git a/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image015.png b/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image015.png
diff --git a/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image016.png b/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image016.png
diff --git a/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image017.png b/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image017.png
diff --git a/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image018.png b/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image018.png
diff --git a/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image019.png b/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image019.png
diff --git a/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image020.png b/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image020.png
diff --git a/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image021.png b/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image021.png
diff --git a/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image022.png b/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image022.png
diff --git a/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image023.png b/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image023.png
diff --git a/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image024.png b/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image024.png
diff --git a/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image025.png b/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image025.png
diff --git a/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image026.png b/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image026.png
diff --git a/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image027.png b/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image027.png
diff --git a/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image029.png b/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image029.png
diff --git a/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image031.png b/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image031.png
diff --git a/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image032.png b/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image032.png
diff --git a/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image034.png b/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image034.png
diff --git a/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image036.png b/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image036.png
diff --git a/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image037.png b/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image037.png
diff --git a/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image038.png b/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image038.png
diff --git a/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image039.png b/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image039.png
diff --git a/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image040.png b/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image040.png
diff --git a/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image041.png b/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image041.png
diff --git a/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image042.png b/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image042.png
diff --git a/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image043.png b/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image043.png
diff --git a/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image044.png b/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image044.png
diff --git a/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image045.png b/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image045.png
diff --git a/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image046.png b/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image046.png
diff --git a/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image047.png b/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image047.png
diff --git a/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image048.png b/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image048.png
diff --git a/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image052.png b/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image052.png
diff --git a/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image054.png b/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image054.png
diff --git a/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image055.png b/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image055.png
diff --git a/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image056.png b/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image056.png
diff --git a/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image057.png b/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image057.png
diff --git a/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image058.png b/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image058.png
diff --git a/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image059.png b/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image059.png
diff --git a/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image060.png b/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image060.png
diff --git a/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image061.png b/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image061.png
diff --git a/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image062.png b/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image062.png
diff --git a/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image063.png b/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image063.png
diff --git a/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image064.png b/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image064.png
diff --git a/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image065.png b/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image065.png
diff --git a/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image066.png b/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image066.png
diff --git a/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image067.png b/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image067.png
diff --git a/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image068.png b/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image068.png
diff --git a/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image069.png b/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image069.png
diff --git a/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image070.png b/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image070.png
diff --git a/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image073.png b/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image073.png
diff --git a/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image074.png b/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image074.png
diff --git a/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image075.png b/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image075.png
diff --git a/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image076.png b/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image076.png
diff --git a/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image077.png b/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image077.png
diff --git a/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image078.png b/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image078.png
diff --git a/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image079.png b/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image079.png
diff --git a/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image100.png b/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image100.png
diff --git a/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image101.png b/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image101.png
diff --git a/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image102.png b/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image102.png
diff --git a/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image103.png b/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image103.png
diff --git a/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image104.png b/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image104.png
diff --git a/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image105.png b/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image105.png
diff --git a/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image107.png b/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image107.png
diff --git a/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image108.png b/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image108.png
diff --git a/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image109.png b/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image109.png
diff --git a/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image110.png b/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image110.png
diff --git a/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image111.png b/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image111.png
diff --git a/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image112.png b/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image112.png
diff --git a/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image113.png b/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image113.png
diff --git a/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image114.png b/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image114.png
diff --git a/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image115.png b/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image115.png
diff --git a/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image116.png b/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image116.png
diff --git a/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image119.png b/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image119.png
diff --git a/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image130.png b/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image130.png
diff --git a/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image131.png b/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image131.png
diff --git a/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image132.png b/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image132.png
diff --git a/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image133.png b/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image133.png
diff --git a/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image134.png b/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image134.png
diff --git a/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image135.png b/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image135.png
diff --git a/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image136.png b/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image136.png
diff --git a/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image137.png b/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image137.png
diff --git a/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image138.png b/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image138.png
diff --git a/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image139.png b/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image139.png
diff --git a/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image140.png b/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image140.png
diff --git a/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image141.png b/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image141.png
diff --git a/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image142.png b/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image142.png
diff --git a/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image143.png b/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image143.png
diff --git a/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image144.png b/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image144.png
diff --git a/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image145.png b/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image145.png
diff --git a/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image146.png b/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image146.png
diff --git a/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image147.png b/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image147.png
diff --git a/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image148.png b/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image148.png
diff --git a/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image149.png b/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image149.png
diff --git a/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image150.png b/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image150.png
diff --git a/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image151.png b/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image151.png
diff --git a/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image152.png b/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image152.png
diff --git a/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image153.png b/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image153.png
diff --git a/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image154.png b/03-Azure/01-02 Data/03-Talk_to_your_data/Images/image154.png
diff --git a/03-Azure/01-02 Data/03-Talk_to_your_data/README.md b/03-Azure/01-02 Data/03-Talk_to_your_data/README.md
@@ -1,6 +1,6 @@
 ![image](./Images/Preview.png)
 
-# Microsoft Migrate & Modernize MicroHack Day - Ask Analyze Act - Talk to Your Data in the Era of AI
+# Ask Analyze Act - Talk to Your Data in the Era of AI
 - [**MicroHack introduction**](#MicroHack-introduction)
 - [**MicroHack context**](#microhack-context)
 - [**Objectives**](#objectives)

diff --git a/03-Azure/01-02 Data/03-Talk_to_your_data/challenges/challenge-02.md b/03-Azure/01-02 Data/03-Talk_to_your_data/challenges/challenge-02.md
@@ -4,21 +4,23 @@
 
 ## Goal 
 
-The goal of this exercise is to build a unified, analytics‑ and AI‑ready data foundation in Microsoft Fabric that enables governed reporting, natural language querying, and intelligent data interaction through a Data Agent.
+The goal of this exercise is to build a report-ready and AI-ready semantic layer in Microsoft Fabric by creating and optimizing a Semantic Model, refining a Power BI report, and preparing model metadata for natural language analysis with Copilot.
 
 
 ## Actions
 
-* Combine mirrored Azure SQL Managed Instance databases and external CSV files into a single Lakehouse using shortcuts
-* Create and optimize a Semantic Model from the Lakehouse tables, including relationships and time‑based logic 
-* Prepare the data for AI by simplifying the schema and providing AI instructions for business context 
-* Set up a Data Agent using the prepared Lakehouse and Semantic Model as trusted data sources 
+* Enable the required Power BI / Fabric trial to unlock reporting and AI capabilities
+* Create and optimize a Semantic Model from the Lakehouse tables, including key relationships and cross-filter behavior
+* Auto-create and refine a Power BI report using Copilot prompts and manual adjustments
+* Prepare the semantic model for AI by simplifying the schema, reviewing verified answers, and adding AI instructions
+* Explore Power BI Copilot with the prepared model to validate business-friendly responses
 
 ## Success criteria
 
-* You have successfully unified operational and external data in a single Lakehouse that is accessible via Microsoft Fabric  
-* You have successfully created and optimized a Semantic Model that supports reliable reporting and efficient query performance  
-* You have successfully prepared the data schema and AI instructions to enable accurate natural language queries  
-* You have successfully validated that the Data Agent returns relevant, context‑aware answers based on trusted analytics data
+* You have successfully enabled the Power BI / Fabric trial and can access reporting and Copilot features  
+* You have successfully created and optimized a Semantic Model that supports reliable reporting and efficient analysis  
+* You have successfully generated and refined a report that reflects key business insights  
+* You have successfully prepared the model for AI by simplifying schema exposure and adding business-focused AI instructions  
+* You have successfully validated Power BI Copilot responses against the prepared semantic model
 
 [Open the step-by-step solution for Challenge 2](../walkthrough/challenge-02/solution-02.md)
diff --git a/03-Azure/01-02 Data/03-Talk_to_your_data/challenges/challenge-03.md b/03-Azure/01-02 Data/03-Talk_to_your_data/challenges/challenge-03.md
@@ -4,23 +4,25 @@
 
 ## Goal 
 
-The goal of this exercise is to understand how data context and instructions influence the behavior, reasoning quality, and trustworthiness of a Data Agent, and validate how a well‑configured agent performs in a real M365 Copilot user experience.
+The goal of this exercise is to understand how instruction quality and data context influence Data Agent response quality, then validate those improvements from baseline behavior through production-ready guidance and M365 Copilot publishing.
 
 
 ## Actions
 
-* Interact with the Data Agent using predefined prompts without any instructions to observe default behavior
-* Design and apply custom Data Agent instructions
-* Test the Data Agent again and evaluate response improvements 
-* Compare custom instructions with the provided Agent instructions and Data Source instructions 
-* Publish the Data Agent and access it through M365 Copilot chat
+* Set up a Data Agent connected to the Lakehouse as the trusted data source
+* Use prompt engineering principles and run prompts without instructions to observe baseline behavior
+* Write your own Agent Instructions and Data Source Description/Instructions
+* Compare your setup with the lab reference instructions across stepwise maturity levels (Step 0 to Step 4)
+* Re-test the Data Agent to confirm improvements in clarity, structure, and reliability
+* Publish the Data Agent and open it in M365 Copilot chat
 
 
 ## Success criteria
 
-* You have successfully observed clear differences between uninstructed and instructed agent behavior  
-* You have successfully demonstrated that custom instructions improve the accuracy, clarity, and usefulness of agent responses  
-* You have successfully understood the impact of Agent instructions versus Data Source instructions  
-* You have successfully validated that the Data Agent behaves consistently when accessed via M365 Copilot
+* You have successfully observed clear differences between baseline (no instructions) and instructed behavior  
+* You have successfully demonstrated that stronger instructions improve response quality step by step  
+* You have successfully understood the distinct impact of Agent Instructions versus Data Source Description/Instructions  
+* You have successfully validated improved Data Agent behavior with repeated prompt testing  
+* You have successfully published the agent and verified it in M365 Copilot
 
 [Open the step-by-step solution for Challenge 3](../walkthrough/challenge-03/solution-03.md)