Vision AI and automation failures in grocery stores often stem from inadequate network infrastructure rather than the technology itself. Operators must audit network capacity before deployment and build standardized architecture that scales across multiple locations, as pilot successes rarely translate to fleet-wide reliability without proper infrastructure planning.