Physical retail remains one of the least digitized large-scale industries, leaving a “visibility gap” that drives operational inefficiencies and lost sales. Closing this gap requires economically viable store digitization. In this session, Kishor Taywade will explore how capturing in-store data through computer vision and robotics creates measurable business value by transforming physical observations into actionable insights. Drawing from real-world deployment experience, he will discuss the economic drivers and practical challenges of bringing AI-based perception into dynamic retail environments. Beyond immediate gains, store digitization establishes a digital foundation for the broader retail ecosystem—improving brand visibility, supporting last-mile picking workflows and creating a path toward future automation.

