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Digital wardrobe & stylist

Unlock your style

Clip
App Screen Screen
Duration
3 weeks
Team
1 + 1
Cost
200 man-hours
Services
  • App design & development based on Toa
  • AI-generated content creation
Platforms

The Problem

Once upon a time, a young entrepreneur graduated from MBA came to us and said:

I have this brilliant idea for a digital wardrobe app that uses AI to help people discover their personal style and create perfect outfits for any occasion.

And they need:

  • A smart wardrobe scanner that uses AI to categorize clothes by style, color, and occasion from photos.
  • An AI stylist that learns personal preferences and suggests outfit combinations based on weather, calendar events, and style goals.
  • A weekly outfit planner with mix-and-match suggestions and shopping recommendations for missing pieces.
  • Style analytics dashboard showing wardrobe utilization, color preferences, and style evolution over time.

Can you build an MVP in 2 months?

Within 15 days we built a complete solution that helped the client launch their fashion tech startup.

The 15-day solution

Our solution includes:

The Digital Wardrobe Hub

  • Users snap photos of their clothes and AI automatically categorizes them by type, color, pattern, and style—creating a searchable digital closet.
  • Smart tagging system recognizes brands, materials, and style categories, making it easy to find specific pieces or discover forgotten items.
  • Each item gets tagged with style attributes (casual, formal, bohemian) and color analysis for better outfit coordination.
  • Organized virtual closet with filters, favorites, and seasonal collections to streamline outfit planning.

The AI Style Assistant

  • Machine learning algorithms analyze your style preferences, body type, and lifestyle to suggest personalized outfit combinations.
  • Weather API integration ensures suggestions are always weather-appropriate, automatically adjusting for temperature and conditions.
  • Smart occasion matching considers calendar events, dress codes, and personal style goals to suggest perfect outfits.
  • The AI learns from your feedback, likes, and outfit choices to continuously improve recommendations and understand your evolving style.

The Outfit Planning Studio

  • Sync with your calendar to automatically suggest outfits for meetings, dates, workouts, and special events based on context.
  • Visual outfit builder lets you drag and drop items to create combinations, with AI suggesting complementary pieces and accessories.
  • Smart shopping recommendations identify wardrobe gaps and suggest specific items to complete your style goals, with price comparisons.
  • Share your favorite outfits on social media, get feedback from friends, and discover new styles from the community.

The Conclusion

The Cozylook app successfully launched as a comprehensive fashion tech platform, helping users discover their personal style through AI-powered wardrobe management. Our 15-day development timeline enabled the client to quickly validate their fashion tech concept and secure early user adoption in the competitive style app market.

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