Microsoft Foundry & Python: Enterprise AI Agents on Azure (Udemy.com)

Welcome to enterprise AI in 2026: the era of autonomous agents is here.

Organizations today demand more than simple chatbots - they need intelligent systems that reason, retrieve knowledge, enforce policies, orchestrate tools, and execute real business workflows at scale.

This hands-on, production-grade course teaches you how to build enterprise AI agents on Azure using Microsoft Foundry (the unified AI app & agent factory) and the Microsoft Agent Framework (the official 2026 successor to Semantic Kernel and AutoGen). This is the exact stack top corporations use for governed, scalable, and production-ready agentic AI.

The Microsoft Foundry Advantage

Microsoft Foundry is the "Agent Factory" for the modern enterprise. It unifies high-performance models (OpenAI, Anthropic, Llama, DeepSeek and more), centralized knowledge via Foundry IQ, and built-in governance in one secure environment. Paired with the open-source Microsoft Agent Framework, you will go from local Python prototypes to compliant production deployments on Azure.

Course Curriculum at a Glance

Phase 1: Foundations & Setup

• Agentic AI vs. Traditional Automation: When to use which.

• Microsoft Foundry Architecture: Understanding Hubs, Projects, and the Agent Service.

• The Microsoft Agent Framework: Deep dive into the unified SDK for Python.

• Environment Setup: Azure CLI, VS Code AI Toolkit, and Python SDK configuration.

Phase 2: Building the Customer Support Agent

• Foundry Playground: Rapid prototyping and agent configuration.

• Tool Calling: Connecting your agents to real-time APIs and business systems.

• Foundry IQ & Knowledge Retrieval: Implementing enterprise-grade RAG.

• Responsible AI: Setting up Guardrails, Prompt Shields, and Grounding policies.

• Front-End Integration: Building a Streamlit UI to interact with your agents.

Phase 3: Multi-Agent Workflows & Orchestration

• Agents vs. Workflows: The decision framework for enterprise architects.

• Foundry Workflow Designer: Building deterministic, multi-step AI pipelines.

• Agent Communication Patterns: Orchestrating "teams" of agents to solve complex tasks.

• Observability: Using Traces and Application Insights to debug and monitor agent reasoning.

Phase 4: The Capstone Project

• Design & Architecture: Modeling a Support Triage system for a large organization.

• Intelligent Routing: Using LLMs to categorize and route requests with high precision.

• Autonomous Execution: Validating end-to-end production-grade agent workflows including human-in-the loop.

  
  

What You Will Build

• Full Customer Support AI Agent: An autonomous system with reasoning, multi-step resolution, and tool-calling capabilities.

• Advanced RAG with Foundry IQ: Grounding your agents in enterprise data using Azure AI Search and Foundry’s intelligent retrieval layer.

• Memory-Enabled Corporate Agents: Systems with persistent state that maintain context across complex, long-running business cycles.

• Strict Enterprise Governance: Implementing AI guardrails, prompt shields, and Responsible AI controls to ensure safety and compliance.

• Streamlit Front-End: A professional dashboard for agent interaction, testing, and real-time observability.

• Capstone Project: An Automated Support Triage Workflow featuring intelligent ticket routing, prioritization, and autonomous execution.

  
  

Who This Course Is For

• Enterprise Developers & Architects leading the transition to agentic AI on Azure.

• Cloud & Platform Engineers advancing from simple LLM calls to complex AI orchestration.

• Python Developers who want to master the official, 2026-standard Microsoft AI stack.

• Consultants & Technical Managers delivering autonomous business solutions for regulated industries.

Why This Course Stands Out

• 100% Current: Fully updated for the 2026 Microsoft Foundry rebrand and Agent Framework standards.

• Enterprise-First: We prioritize security, compliance, and grounding—not just "happy path" demos.

• Production Patterns: Learn the architectures required for deployment in large, regulated organizations.

• Practical Python Integration: Focus on the Python SDK patterns used by professional AI engineers.

Enroll Today The future of enterprise software is agent-driven. Join now to master Microsoft Foundry and the Microsoft Agent Framework, and position yourself at the forefront of the 2026 AI transformation.