Retail Video Annotation Services for In Store Analytics, Shopper Behavior, and Operational Intelligence

Retailers are increasingly using video based analytics to improve operations, understand shopper behavior, and reduce inefficiencies. Computer vision models trained on annotated video support customer flow analysis, queue management, product interaction tracking, safety monitoring, and autonomous store technologies.DataVLab provides retail video annotation services for in store analytics platforms, FMCG brands, retail operations teams, and AI companies developing autonomous checkout or loss prevention solutions. Our annotators follow detailed guidelines for shopper behaviors, product interactions, queue states, equipment zones, and store layout structures.We support shopper tracking, customer journey mapping, product interaction tagging, dwell time annotation, queue detection, staff activity labeling, shelf monitoring, and safety event identification.Quality control includes frame to frame consistency checks, identity continuity validation, zone accuracy verification, and behavior rule enforcement.