Shkaf
A native iOS and Android digital wardrobe for outfit planning, lookbooks, travel packing, and subscription monetization.
Lifestyle / Fashion
Shkaf turns a physical wardrobe into a mobile closet. Users photograph clothes, categorize them by brand, color, and season, create outfits, plan looks for events and trips, and keep the wardrobe with them on iOS and Android.
Challenge
- Adding clothing items had to feel fast enough for users to digitize a real wardrobe.
- Large image-heavy collections needed clean browsing, filtering, and outfit creation.
- The product needed native quality, monetization, and localization without losing visual polish.
Solution
- A clean image-first native experience built around wardrobe capture, lookbook creation, and planning workflows.
- An AI OCR/vision model that automatically removes backgrounds and cleans up user-provided garment photos, so a real wardrobe looks consistent inside the app.
- Fast category filtering, outfit sets, daily/event planning, and trip packing lists, plus Premium subscriptions, ads and in-app purchases on Android, and eight-language localization.
Key features
- Photo-based wardrobe digitization
- AI background removal and cleanup of user photos
- Brand, color, and season tagging
- Personal lookbook and saved outfits
- Daily, event, and trip planning
- Monthly and annual Premium subscriptions
Stack
AI features
AI does the photo work for your users, so every wardrobe looks clean and consistent.
- Removes photo backgrounds automatically when an item is added
- Cleans up and standardizes user photos
- Keeps the closet tidy with no manual editing
Outcomes
The Android listing crossed 50k+ installs, giving the wardrobe product visible market traction.
Localization opened the app to users beyond one market without splitting the product experience.
The product runs on App Store and Google Play with subscriptions and purchase flows in place.
Screens

Wardrobe capture
Photo-based item creation and closet organization.

Look planning
Create and reuse outfit combinations.

Saved sets
Image-first fashion planning for daily use.
A native iOS and Android digital wardrobe for outfit planning, lookbooks, travel packing, and subscription monetization.
