Creating a personalized fashion stylist powered by AI that helps users discover outfits based on body type, mood, and upcoming events.
Client
Cosmix
Industry
E-commerce
Year
2025
Services Provided
AI Product Strategy, Conversational UX, UI Design, Generative Visual Systems
Overview
Personality Design
Created three core stylist archetypes: The Minimalist, The Trendsetter, and The Sustainable Muse. Each had a distinct tone and recommendation style.
//01
Conversational Flow Mapping
Designed mood-aware, intent-classifying chat flows using GPT-based dialogue, with image references and fashion vocabulary built-in.
//02
Feedback Transparency
Added simple explanations to every AI suggestion (“Based on your pinned looks and preferred silhouettes”).
//03
Every innovation project brings its own set of complexities, especially when AI, user experience, and emerging technology intersect. In this project, our biggest challenge was to translate intelligent systems into human-centered interactions that felt natural, intuitive, and trustworthy.
Designing for Taste
Fashion is personal and emotional. Our challenge was to ensure that TrendLoop’s AI felt like it understood personal style
//01
Balancing Guidance and Freedom
Users needed to feel like they were discovering — not being sold to.
//02
Building Inclusive Fashion Intelligence
From body representation to global aesthetic preferences, the platform needed to embrace diversity across size, identity, gender, and cultural trends.
//03
Keeping Personalization Real-Time, Not Creepy
We had to design systems that were intelligent without feeling invasive, blending recommendation logic with transparent, trust-building feedback.
//04
