As copilotbased assistance and emerging agentic AI capabilities become embedded in engineering workflows, organizations are navigating how to realize productivity gains without sacrificing rigor, verification, or accountability. In this panel, hear industry leaders discuss how keeping copilots and agents 'in the loop' is reshaping the way engineering work gets done—what is working today, where risks and limitations remain, and how teams are validating AIassisted outputs in realworld systems. They will explore how verification, governance, and human oversight anchor trust as workflows evolve, and how engineering roles and skills are shifting from direct execution toward orchestration, validation, and systemlevel decisionmaking. Panelists will also share pragmatic goals and lessons learned as organizations transition from copilotled assistance toward more agentic workflows over the coming year.
Moderator: Prashant Rao
MathWorks
Prashant Rao leads the Application Engineering team at MathWorks India. He and his team focus on helping customers adopt MATLAB and Simulink products to accelerate their engineering and software development processes and drive innovation. He works with customers ranging from large enterprises to startups in commercial, government, and educational organizations. Prashant is a regular contributor at industry forums and discussions on technology research and development megatrends. He was also recognized as one of 50 Most Influential AI Leaders In India – 2021 by Analytics India Magazine and is part of the AIM Leadership Council. Prashant was recently appointed as Hamburg Ambassador for Bengaluru—an honorary representative for Hamburg across the globe.