Most enterprise AI demos start with a single assistant or copilot. However, real business workflows require orchestration, validation, approval, monitoring, and integration with existing systems. This talk explains how to design multi-agent workflows with human-in-the-loop control so LLM applications can move from demos to production.
Farhan Shahnewaz is an AI & Cloud Solutions Engineer at Microsoft with over 20+ years of experience across AI, Azure, cloud architecture, and enterprise solution design. He has worked in principal cloud architect roles, also in software engineering and research positions. Farhan is also the author of SMART NPC: AI for Game Character.
