Auddr.ai: AI-Assisted Wardrobe and Outfit Visualisation
QPOI helped build a mobile product that combines wardrobe management, AI-assisted outfit suggestions, and visual generation into a polished consumer app for iOS and Android.
Duration
7 Months
Platforms
Mobile (iOS & Android)
Tech Stack
React Native (Expo), ChatGPT API, Firebase, Mixpanel
Engagement
Full Product Delivery
The Challenge
The client needed more than a digital wardrobe. Users needed to upload clothing items, organise collections, receive useful outfit suggestions, and see visual previews inside a mobile product that felt fast, polished, and engaging.
This meant solving several problems at once:
- Wardrobe data: Turning uploaded images into usable clothing collections.
- Constrained recommendations: Guiding outfit suggestions with styling rules and product constraints.
- Visual previews: Generating outfit imagery from separate garment inputs.
- Mobile delivery: Keeping the social experience responsive with monetization and app store readiness.
QPOI's role
- AI-assisted recommendation workflows
- Visual generation pipeline for outfit previews
- React Native mobile application delivery
- App store launch, compliance, and subscription setup
Core product capabilities
QPOI delivered a real mobile product that combined wardrobe management, AI-assisted outfit suggestions, visual generation, community features, and app-store-ready monetization.
AI-assisted outfit suggestions
We designed recommendation workflows that applied styling rules and product constraints, helping the app generate more useful suggestions than a generic open-ended AI experience.
Visual outfit generation
We implemented a pipeline for creating outfit previews from separate garment images, giving users a more intuitive way to explore combinations.
Fast, social mobile UX
We built responsive mobile flows for browsing, voting, collections, and community interaction, with feedback patterns that kept the experience feeling immediate.
Full platform engineering
Wardrobe Infrastructure
We built the wardrobe management foundation needed to support the AI features: upload flows, tagging, categorisation, item management, and reliable mobile data handling.
Navigation & UI/UX Polish
We delivered a polished React Native experience for browsing wardrobes, viewing outfits, managing collections, and interacting with community features.
Mobile Delivery & Compliance
QPOI delivered the product to both app stores with full compliance. We managed Apple's strict privacy policies (ATT), Google Play billing integration, and implemented tiered subscriptions via RevenueCat.
Business impact
Delivered a production-ready mobile app for both app stores.
Implemented subscriptions and store-ready billing flows.
Combined AI-assisted recommendations, wardrobe management, visual generation, and social features in a cohesive product.
Technology Stack
Building a Consumer AI Product?
We engineer the complex AI pipelines that make simple user experiences possible.
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