Fine-tuning is your key to building agents that actually work. This demo-driven session showcases the latest in Microsoft Foundry, including Azure OpenAI and OSS model customization, and how to turn models into agents that are accurate, consistent, and production-ready. Through real-world scenarios, you’ll learn when fine-tuning makes a difference and how to apply the right technique for tool calling, data extraction, and workflow execution so your agents don’t just respond, they perform.