Production-Ready AI Systems: Security, Evaluation & Data Platforms

Modern AI systems require more than powerful models—they require security, evaluation, governance, and continuous improvement. This session combines lessons from production AI agent security with real-world LLM evaluation and fine-tuning workflows. Topics may include prompt injection, tool abuse, memory poisoning, defense-in-depth architectures, custom evaluation frameworks, Azure OpenAI fine- tuning, and practical engineering lessons learned from deploying AI-powered systems. Key Takeaways: Understand security challenges in AI agents Learn practical defense patterns for production AI Explore LLM evaluation methodologies Understand fine-tuning workflows using Azure OpenAI Apply production engineering best practices to AI systems 📌 This is part of a series, learn more here: https://aka.ms/ProdReadySystems/series [eventID:27335]