Session
From Proof of Concept to Production: Lessons Learned Building Enterprise AI Agents
Building an AI proof of concept is easy.
Operating AI agents in production is where the real engineering begins.
This session shares practical lessons learned from designing, deploying, and supporting enterprise AI agents using Microsoft Copilot Studio, Power Platform, Microsoft 365, and Azure AI.
Rather than focusing on product features, we'll examine the real-world challenges encountered during production deployments, including:
Data quality and retrieval challenges
AI hallucination mitigation
Environment strategy and deployment pipelines
Security and governance guardrails
Monitoring usage and measuring business value
Operational ownership and continuous improvement
Attendees will see architecture diagrams, deployment patterns, governance approaches, and production lessons that can immediately improve their own AI initiatives.
Manoj Annavajjala
Enterprise AI Architect
Detroit, Michigan, United States
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