sharif ventures
Navigate with the floating menu ↘
fitted
Back to Labs
ConsumerIn Progress

fitted

An editorial wardrobe platform that uses AI to turn your closet into a visual lookbook, with smart outfit suggestions and inspiration matching.

Visit Project
About the Project

Deep Dive

Fitted addresses the problem that most wardrobes go unworn by using AI to organize your closet, suggest daily outfits, and match Pinterest inspiration to what you already own. Built with OpenAI Vision API for clothing detection and smart matching algorithms, Fitted helps people buy less and use what they have through intelligent wardrobe management. Features include AI-powered outfit detection, weather-aware suggestions, ghost cutout visualization, and affiliate shopping integration.

Progress & Impact

Current Status

Overall Progress75%
Beta testing with 1-2 users
Active Users
Pre-launch phase, targeting Winter 2025 release
Growth Rate
Development Journey

Key Milestones

Started: 10/1/2025

Project Initiation

10/1/2025

Started development of AI-powered editorial wardrobe platform

Core AI Integration

10/2/2025

Integrated OpenAI Vision API for outfit detection and clothing recognition

Ghost Cutout System

10/3/2025

Implemented background removal and editorial ghost cutout visualization

Smart Outfit Suggestions

10/4/2025

Built weather-aware AI outfit suggestion algorithm with scoring system

Inspiration Matching

10/5/2025

Launched Pinterest integration and screenshot-based outfit matching

Web Platform Launch

10/6/2025

Released editorial web app at fitted.vercel.app with waitlist

OAuth & Subscriptions

10/7/2025

Integrated Apple/Google Sign-In and RevenueCat subscription system

Technical Stack

Built With

Technologies

React NativeNext.jsOpenAI Vision APISupabaseCloudinaryRevenueCat

Focus Areas

AIConsumerFashionComputer VisionMobile AppWardrobe ManagementSustainability

Team

1
Team Members
1
Team Leads
Leadership
Abdirahim Mohamed

Interested in learning more?

Get in touch to discuss this project, explore collaboration opportunities, or learn about our approach to ethical innovation.