AI Outfit Try On & Dress Up
Virtual Try On & AI Fashion
- Platform
- iOS
- Timeline
- 6 weeks to App Store
- Technology
- Swift · Core ML
The product at a glance
We partnered with a fashion-tech founder to ship a photorealistic virtual try-on app—turning a complex AI pipeline into a consumer product users love in seconds.
- Client
- Fashion AI Startup
- Industry
- Fashion · Retail AI
- Services
- Product Strategy, iOS Development, AI Integration
- Duration
- 6 weeks
- Team Size
- 5 specialists
What was broken—and why it mattered
Shoppers and creators struggle to visualize outfits before buying—leading to returns, wasted time, and low confidence in style choices.
“Deliver an instant, photorealistic virtual try-on experience where users can swap outfits in photos using AI—no studio or manual editing required.”
- 01
Achieving realistic garment draping and lighting across diverse body types and photo angles
- 02
Balancing on-device performance with cloud AI inference for high-quality outputs
- 03
Designing intuitive flows for non-technical users—from template pick to custom text prompts
How we thought before we built
Research, planning, product decisions, and user flow architecture—mapped before a single line of production code.
User & Market Research
Achieving realistic garment draping and lighting across diverse body types and photo angles
Product Roadmap & Scope
Deliver an instant, photorealistic virtual try-on experience where users can swap outfits in photos using AI—no studio or manual editing required.
Core Product Decisions
We built an AI-powered iOS app with Style Me Now flows, curated templates, and text-to-style prompts so users can change clothes in photos and experiment with fashion in seconds.
User Flow Architecture
Mapped core journeys: template browse, Style Me Now, and describe-your-look text input with minimal friction.
UX thinking, not just screens
Every screen was designed around one question: how fast can a user reach their outcome? We mapped flows, tested edge cases, and built a visual system that scales with the product.
Primary User Journey
Mapped core journeys: template browse, Style Me Now, and describe-your-look text input with minimal friction.
Style Me Now
Low-friction entry points and progressive disclosure—users reach value without tutorial overload.
Template Gallery
Balancing on-device performance with cloud AI inference for high-quality outputs
Text-to-Style
Designing intuitive flows for non-technical users—from template pick to custom text prompts
From discovery to launch
Discovery
Achieving realistic garment draping and lighting across diverse body types and photo angles
Planning
Deliver an instant, photorealistic virtual try-on experience where users can swap outfits in photos using AI—no studio or manual editing required.
Design
Mapped core journeys: template browse, Style Me Now, and describe-your-look text input with minimal friction.
Development
Connected vision and generative models for cloth segmentation, replacement, and style transfer with quality guardrails.
Testing
QA across devices, edge cases, and performance—stress-tested AI pipelines and user flows before release.
Launch
Optimized rendering speed, export flows, and App Store-ready onboarding for a consumer fashion audience.
Built on a production-grade foundation
Every layer chosen for performance, scalability, and the specific demands of this product.
Frontend
- Swift
- iOS
Backend
- AI/ML APIs
AI
- Core ML
- Vision Framework
Outcomes that matter
Business impact, user growth, and product metrics—the story founders and investors want to hear.
Time to Try-On
Users swap outfits instantly without editing skills or studio setup.
Input Methods
Templates, Style Me Now, and natural-language style prompts in one flow.
Purchase Confidence
Visual try-before-buy reduces uncertainty in fashion decisions.
App Store Launch
Shipped consumer-ready with onboarding tuned for non-technical users.
Client testimonial
We partnered with this team for our AI-based application, and the results were beyond expectations. The app performance, UI, and overall experience are top-notch. Highly recommended for anyone looking to build scalable AI products.
Let's build your next product
Book a free consultation. We'll map your idea, timeline, and the fastest path to a product your users—and investors—will believe in.