Amit Sinha is the Head of Artificial Intelligence at TRC Companies, where he leads AI initiatives across engineering and business operations. His work spans computer vision for the AEC industry, utility asset management, 3D digital twins for site and infrastructure monitoring, and agentic AI for automating coordination from engineering drawing to build. He has a PhD in optimization, simulation, and automatic differentiation in AI, and has lived through the AI winter of the nineties and the current wave of generative AI — which makes him a realist about what it takes to actually deploy AI in environments where data governance and standardization remain an open challenge. He has been instrumental in bringing new multimillion-dollar revenues using AI at his company and has delivered up to 10x impact in solving large-scale engineering problems using AI.