Summary
Embedded AI directly into retail frontline devices to provide real-time shelf visibility and next-best action guidance. Used on-device image recognition and generative reasoning to detect stock gaps, pricing issues, and loss risks. Enabled store associates to make immediate, informed decisions without relying on centralized systems. Improved inventory accuracy, reduced shrinkage, and enhanced in-store execution.