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Explore systematic evaluation techniques for AI agents transitioning from experimental tools to enterprise-critical components through this 20-minute conference talk. Learn to leverage the Azure AI Evaluation SDK for rigorous assessment of agentic applications, focusing on measuring capabilities, contextual understanding, and accuracy across diverse scenarios. Discover how to create powerful evaluations using structured test plans, scenarios, and advanced analytics that identify strengths and reveal hidden weaknesses in AI agent performance. Examine practical examples and real-world case studies demonstrating how companies enhance agent trustworthiness, reliability, and performance using this evaluation framework. Master techniques applicable to conversational agents, data-driven decision-makers, and autonomous workflow orchestrators to ensure AI solutions deliver exceptional value and exceed user expectations. Gain insights from Cedric Vidal, Principal AI Advocate at Microsoft, who brings extensive experience from AI data labeling, self-driving technology, and fintech AI development to guide you through advanced evaluation methodologies for enterprise-grade AI agents.
