1. Personalized Size Recommendation: Improve sell-through and increase sales opportunities and Reduction of friction related to size selection leading to Conversion Rate improvement and a reduction of Return. 2. Improved Speed: Enhanced website performance with faster loading times, leading to a more seamless and efficient shopping experience. 3. Enhanced checkout: Faster checkout process, reducing the time and effort required to complete a purchase, leading to an improved shopping experience.