AI-500 Bootcamp: Multi-Agent AI Solutions Expert in 5 Days

AI-500 Multi-Agent AI Solutions Bootcamp Overview

This multi-agent AI bootcamp is an accelerated, instructor-led path to Microsoft Certified: Multi-Agent AI Solutions Expert, earned by passing Exam AI-500: Designing and Implementing Multi-Agent AI Solutions. It is Microsoft's expert-level credential for the people who build agentic systems that have to survive contact with real users, real budgets and real security review.

Over five hands-on days the week follows the shape of the work itself. You start by architecting a multi-agent solution: decomposing goals into workflows, agents and tools, setting agent personas, scopes and autonomy levels, and designing memory, communication protocols and observability up front. You then build it in Azure using Microsoft Foundry, the Microsoft Agent Framework, Model Context Protocol (MCP) and retrieval-augmented generation. The last part of the week is what separates a prototype from a product: evaluation, tracing, cost and token control, guardrails, authentication, and a release strategy you could defend. You will sit the AI-500 exam on site before you leave.

Who This AI-500 Course Is For

This multi-agent AI training is built for expert-level practitioners who design, build and optimize scalable, production-ready multi-agent AI systems and workflows, and who own that work from design through to production. Microsoft describes the role as one that operates across the whole lifecycle rather than a single stage of it. In practice that means AI engineers and architects, machine learning engineers, platform and DevOps engineers building agent infrastructure, and senior software engineers who have moved from calling a model to orchestrating a fleet of them. You work closely with developers, machine learning engineers, platform engineers, data scientists and business stakeholders, translating complex requirements into multi-agent solutions that can actually be shipped.

What You'll Learn in the AI-500 Training

The AI-500 course follows the four skill areas Microsoft measures on the exam:

• Architect multi-agent solutions (15-20%): decomposing goals into workflows, agents and tools; designing control loops and human-in-the-loop steps; specifying agent personas, scopes, boundaries and autonomy levels; tool scopes, permission boundaries and authentication; communication protocols between agents and components; human-AI experience and responsible AI controls; short-term and long-term memory with context sharing; matching task demands to model family capacities; and specifying integration, Zero Trust security with per-agent identity scoping, multi-tier state persistence, compute, observability, monitoring and developer tooling components.
• Develop multi-agent solutions in Azure (30-35%): advanced prompt engineering including dynamic context injection, defensive guidelines and prompt lifecycle management; agent memory, context accumulation and compaction, and multi-agent RAG with chunking, embedding quality and retrieval precision; building tool ecosystems with function calling and MCP servers and clients on Azure Functions, Logic Apps and API Management; and orchestration patterns including hub-and-spoke, sequential, parallel, peer-to-peer and orchestrator-subagent, with approval workflows, caching strategies, controlled agent spawning, Agent2Agent integration, and frameworks including Agent Framework, LangChain and LangGraph.
• Evaluate, optimize, and monitor multi-agent solutions (20-25%): human review processes in Foundry and evaluations for memory, knowledge, tools and prompts; optimizing prompt and model performance and task duration; diagnosing context window failures including sliding-window amnesia, summary drift and entity continuity; continuous improvement with LLM-as-a-judge frameworks, synthetic data and user feedback loops; and observability covering agent health, workflow failures, trace correlation, drift detection, token and cost management, and tracing in Foundry.
• Secure, govern, and deploy multi-agent solutions (20-25%): identity-based access, network boundaries and role-based access control; authentication flows including on-behalf-of, API keys and OAuth 2.0; secrets management with Azure Key Vault including rotation and encryption; shift-left security with the AI Red Teaming Agent in Foundry; multi-intervention guardrails across inputs, tool calls, tool responses and outputs, with custom domain constraints and guardrail testing; and deployment through DTAP, blue/green and canary releases, rollback and release management, unit, regression and integration testing, and CI/CD with infrastructure as code.

Why Choose This Multi-Agent AI Solutions Certification Camp

Get certified on one of Microsoft's newest expert-level AI credentials while the certified population is still very small. This all-inclusive camp is led by Microsoft Certified Trainers as an authorized Microsoft Solutions Partner, using the Microsoft Official Course for AI-500 with official hands-on labs, and the exam administered while you attend.

• 5-day accelerated format: architecture, development, evaluation, security and deployment in one week.
• 95% first-attempt pass rate, with a retake voucher if you need it.
• Microsoft Official Exam Voucher for AI-500 included, with no hidden exam fees.
• Microsoft official hands-on labs and vetted practice exams, plus 90 days of extended lab access after the camp.
• Onsite and online Pearson VUE testing, so you certify without booking a separate test center.
• Up to 6 months to defer your exam or re-sit the training after the camp finishes.
• Taught by Microsoft Certified Trainers, live online or in person in Sarasota, Florida.
• Classes run as scheduled, with no cancellations, so you can book travel with confidence.