
Shoebox helps marketplaces quickly assess product condition by analyzing user-uploaded photos. The system uses AI, machine learning and computer vision to detect and categorize damage. It functions as a B2B SaaS platform for marketplaces and recommerce sites, with image ingestion and damage scoring. Key technologies include computer vision models, ML pipelines, and scalable cloud infrastructure. The solution aims to scale across large marketplaces and improve trust and efficiency in damage assessments.

Shoebox helps marketplaces quickly assess product condition by analyzing user-uploaded photos. The system uses AI, machine learning and computer vision to detect and categorize damage. It functions as a B2B SaaS platform for marketplaces and recommerce sites, with image ingestion and damage scoring. Key technologies include computer vision models, ML pipelines, and scalable cloud infrastructure. The solution aims to scale across large marketplaces and improve trust and efficiency in damage assessments.