People waste time every day deciding what to wear or pack, even with full closets.

Decision fatigue, clutter, and lack of personalization create daily friction.

Current apps offer limited solutions: flat outfit grids, generic suggestions, no integration with real life.

Online shoppers often return clothing because sizing varies across brands and there is no universal standard. Items may also look different in person than they do online. This leads to high return rates, wasted shipments, and unnecessary environmental impact.

AI-powered wardrobe assistant that helps users:

• Digitize their wardrobe using image recognition and tags

• Plan daily outfits based on weather, location, and style

• Pack smartly for trips with optimized outfit suggestions

• Visualize looks on a personal 3D avatar using their real body measurements

• Shop smarter within the app using size-matched recommendations to reduce returns and avoid unnecessary purchases