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Rajesh Gupta
Head of Agentic AI
Skan AI
About
Rajesh Gupta leads Agentic AI at Skan AI. His background includes the acquisition of his startup Metaculars, over 13 years with Apple's AI/ML team and Qualcomm Research, and a Master's in Electrical and Computer Engineering from the University of Maryland.
Session Details
The Hard Truth About AI Agents in Production
This talk shares real-world lessons from deploying multi-agent systems in regulated environments, focusing on reliable orchestration across legacy systems, recovery through verification and repair agents, and the economics of autonomous execution. It explains why separating planning, execution, authorization, and recovery is essential for compliance and resilience, and how non-linear cost behavior in agentic systems requires budget guardrails and outcome-based evaluation to deliver predictable ROI in production.