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Multi-agent systems building

Master advanced Copilot Studio techniques to optimize prompts, enhance knowledge with Azure AI Search, and design interactive experiences using adaptive cards—without code.
Overview
Curriculum
Free
Course Deadline Alarm2 days left
Course Duration ClockCourse duration
4 weeks
Course Level BarCourse level
Advanced
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Description
This intensive training takes you beyond basic agent creation into the sophisticated world of multi-agent orchestration: from hiring automation to AI safety, you'll learn to build, coordinate, and deploy intelligent agent ecosystems using real-world enterprise scenarios.
What you will learn in this course
  1. Design and implement multi-agent systems for complex business scenarios

  2. Master agent orchestration and collaboration patterns

  3. Implement AI safety and content moderation in production systems

  4. Build multi-modal prompts for document processing, creation and analysis

  5. Configure governance and testing

Who this course is for:
  1. Solution architects designing enterprise AI systems

  2. Developers building production-ready agent solutions

  3. IT professionals implementing AI governance and safety

  4. Business analysts creating complex automation workflows

  5. Anyone ready to level up from basic agents to enterprise systems

Curriculum
Modules 1 Module
Video duration Total video:
Lab Effort ~ labs
Module
Building enterprise-grade multi-agent systems
This hands-on training is your entry point into the world of agents: from grounded prompts to Adaptive Cards and agent flows, you'll learn how to build, scale, and deploy intelligent agents using real-world tools and use cases.
preview Preview available
video lab
1.1 Dev environment setup | Optional
This guide walks you through the steps required to set up your developer environment for hands-on learning and experimentation as part of the Power Up Program. 
duration
lab
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1.2 Get started with the Hiring Agent
In this mission, you'll learn:About the scenario and gain comprehensive knowledge of hiring automation challenges and solutionsHow to successfully import and configure the fundamentals of a hiring management systemHow to build a hiring agent that is the start of the scenario you're going to build as an Agent Academy Operative
duration
lab
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1.3 Authoring Agent Instructions
In this mission, you'll learn:The art and science of writing agent instructions in Copilot StudioHow to direct agents to use tools, knowledge sources, and collaborate with other agentsHow to ensure your agents act with precision, transparency, and efficiency
duration
lab
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1.4 Multi-Agent Systems
In this mission, you'll learn:When to use child agents vs connected agentsHow to design multi-agent architectures that scaleCreating child agents for focused tasksEstablishing communication patterns between agentsBuilding the Application Intake Agent and Interview Prep Agent
duration
lab
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1.5 Add Event Triggers to act autonomously
In this mission, you'll learn:How event triggers enable autonomous agent behavior without user interactionThe differences between interactive and autonomous agents in Copilot StudioHow to create event triggers that automatically process email attachments and upload files to DataverseHow to build agent flows that post adaptive cards to Teams channels for notificationsHow to pass data between event triggers and agent flows for end-to-end automation
duration
lab
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1.6 Understanding Agent Models and Response Formatting
In this mission, you'll learn:How to understand and select the optimal AI model for your agent's use caseHow to compare different model capabilities and performance characteristicsHow to switch your agent’s modelHow to configure response formatting to enhance readability and user experienceHow to test and evaluate differences in output when you change mode
duration
lab
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1.7 AI Safety and Content Moderation
In this mission, you'll learn:Understanding AI safety principles and the three content blocking mechanisms in Copilot StudioHow to configure content moderation levels and observe different blocking behaviorsHow agent instructions can restrict responses and control scopeImplementing AI safety disclosure in agent greetingsMonitoring security threats through Agent Runtime Protection Status
duration
lab
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1.8 Extracting Resume Contents with Multimodal Prompts
In this mission, you'll learn:What multimodal prompts are and when to use different AI modelsHow to configure prompts with image and document inputsHow to format prompt outputs as JSON for structured data extractionBest practices for prompt engineering with document analysisHow to integrate multimodal prompts with Agent Flows
duration
lab
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1.9 Enhanced prompts with Dataverse grounding
In this mission, you'll learn:How Dataverse grounding enhances custom promptsWhen to use data grounding vs static instructionsDesigning prompts that dynamically incorporate live dataEnhancing the Summarize Resume flow with job role matching
duration
lab
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1.10 Generate a Candidate Interview Questions Document
In this mission, you'll learn:How to configure prompts to output to a Word documentHow to format a Word template to be used in a promptHow to execute a prompt from an agent
duration
lab
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1.11 Integrate with MCP Servers
In this mission, you'll learn:How to understand and work with the Model Context Protocol (MCP) standardHow to use Agent 365 to integrate MCP servers with your Copilot Studio agentsHow to connect your Copilot Studio agent to MCP serversHow to leverage MCP server capabilities within your agents a { text-decoration: none; color: #464feb; } tr th, tr td { border: 1px solid #e6e6e6; } tr th { background-color: #f5f5f5; } Note for Power Up Learners:The Power Up developer environment currently does not support Outlook 365 connectivity. As a result, testing the Work IQ Calendar (Preview) MCP server is not available within this environment. However, you can still connect to and explore this tool using your learnwithpowerup account.
duration
lab
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1.12 Collecting feedback from users
In this mission, you'll learn:How to use built-in thumbs up/down reactions to collect feedback from usersHow to analyze feedback data using Copilot Studio's Analytics dashboardHow to create custom feedback collection using Adaptive CardsHow to implement conditional feedback flows based on CSAT ratingsHow to log custom telemetry events to Azure Application Insights for advanced feedback tracking
duration
lab
expand
1.13 Securing Your Operative Badge
This final mission verifies that:You completed the hands-on workYour solution runs in a real environmentYour badge is issued accurately and fairly
duration
lab
expand
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