Digital twins can already predict the failure of a million-dollar industrial asset with 99% accuracy — so why are engineers on the ground still resisting adopting them, and who has to move first to break that deadlock? In this episode of the Titanium Economy podcast, host Vineet Gupta sits down with Prith Banerjee, Senior Vice President of Innovation at Synopsys, to explore the convergent forces reshaping semiconductor and systems engineering. Prith details how the $35 billion ANSYS acquisition and $2 billion Nvidia partnership position Synopsys to command the emerging chip-to-system design market. He explains how agentic AI is compressing design cycles for trillion-transistor chips, how physics-based digital twins achieve 99% predictive accuracy in industrial deployments, and why passionate pursuit of one's "true north" defines enduring innovation across academia, entrepreneurship, and global enterprise. Prith Banerjee is Senior Vice President of Innovation at Synopsys, leading the company's technology strategy across EDA, simulation, and IP. With an extraordinary career bridging elite academia, serial entrepreneurship, and Fortune 500 leadership, he has served as CTO at Ansys, EVP and CTO at Schneider Electric, EVP and CTO at ABB, and SVP of Research at HP Labs. A professor turned founder, he established AccelChip (acquired by Xilinx) and BINACHIP, authored over 350 technical papers, and supervised 37 PhD students. A Fellow of IEEE, ACM, and AAAS, Banerjee holds degrees from IIT Kharagpur and the University of Illinois at Urbana-Champaign. Discussion Points Synopsys: The Invisible Backbone of Chip Design Synopsys powers chip design globally through EDA tools and IP. The ANSYS acquisition extends its reach from silicon into full-system engineering. Forty Years of EDA Evolution and the ANSYS Acquisition Four decades of semiconductor advancement drove exponential growth in chip complexity. Acquiring ANSYS unified multiphysics simulation with chip design for intelligent systems. The Nvidia Partnership and AI-Driven Design Automation A two-billion-dollar Nvidia partnership accelerates GPU-enabled industrial simulation capabilities enterprise-wide. Agentic AI systems now autonomously re-engineer complex, trillion-transistor chip design workflows. Digital Twins and the Future of Industrial Applications Physics-informed digital twins elevate predictive accuracy to ninety-nine percent for critical assets. Integrated electronic and mechanical twins validate entire complex products before physical manufacturing begins. Innovation Philosophy, Entrepreneurship, and Enduring Legacy A career spanning academia, startups, and global corporations reflects relentless, principled innovation. Banerjee urges young engineers to pursue their "true north" with unwavering passionate conviction. For More Information Prith Banerjee LinkedIn Synopsys.com Ansys.com (acquired by Synopsys; tools including Fluent, HFSS, Mechanical, Red Hawk, LSDyna, Twin Builder, SIM AI, OptiSLang) Ayna Website