Implement AI solutions by using Microsoft Foundry — Microsoft Certified: Azure AI Fundamentals

Official references for this objective

• Microsoft — Deploy and Govern Enterprise Agentic AI Solutions on Azure - Training | Microsoft Learn

  Apply per-agent managed identities with least-privilege access

• Microsoft — Monitor, Evaluate, and Operate Multi-Agent AI Solutions in Azure - Training | Microsoft Learn

  Implement agent replay capabilities that reproduce complex multi-agent failures, apply structured root cause analysis procedures for multi-agent incident diagnosis

• Microsoft — Design Stateful Agentic Loops with Microsoft Foundry Agent Service - Training | Microsoft Learn

  migrate Agents v1 workloads to the Agents v2 Responses API

• Microsoft — Ground Agents with Enterprise Knowledge Using Connectors and Azure AI Search in Microsoft Copilot Studio - Training | Microsoft Learn

  Connect an agent to an Azure AI Search vector index as a knowledge source

• Microsoft — Evaluate generative AI performance in Microsoft Foundry portal - Training | Microsoft Learn

  Perform manual evaluations. Assess your generative AI apps with AI-assisted metrics. Configure evaluation flows in the Microsoft Foundry portal.

• Microsoft — Implement Advanced Multi-Agent Orchestration Patterns in Microsoft Foundry - Training | Microsoft Learn

  Design hub-and-spoke multi-agent architectures with a central orchestrator agent