INNOVATIVE TECHNOLOGY

Our Technologies

Fit Analytics’ solutions are powered by a vast database of garment, size and fit information as well as purchase and return data records. Our sophisticated approach uses machine learning algorithms to help apparel shoppers receive accurate size and fit recommendations, alleviating costly returns for retailers.

Machine Learning Overview

Machine learning, which is a subset of artificial intelligence, is the technology we leverage in our computing system to match the body shapes of Fit Finder users with correctly sized apparel. Our algorithms identify patterns in purchases and returns data, which allows us to deliver personalized recommendations for the items that are most likely to fit shoppers, resulting in happier customers and fewer returns.

Machine learning, which is a subset of artificial intelligence, is the technology we leverage in our computing system to match the body shapes of Fit Finder users with correctly sized apparel. Our algorithms identify patterns in purchases and returns data, which allows us to deliver personalized recommendations for the items that are most likely to fit shoppers, resulting in happier customers and fewer returns.

Algorithms and Models

Our recommendations are based on closed-loop interaction between data and machine learning within our advanced algorithmic framework. We identify garment sizes and shapes using apparel metadata from our vast database. User inputs and our large body-modeling dataset help us understand body shapes.

Advanced machine learning is then used to match products to body shapes based on whether similar users have kept their products. Our frequently updated datasets and models learn, adjust, and adjust for future recommendations.

How It Works

New Fit Finder users go through the sizing process once per cookie lifecycle.

The shopper answers Fit Finder questions

Our innovative system connects the dots between user inputs, body modeling and fashion item datasets

The best fitting size with highest probability of being kept it is determined based on purchases and returns records

Recommendation is shown to the users

For all items in the same category, fully personalized immediate size recommendations are automatically available for further browsing or future sessions

Learn About Fit Finder