Case study

StyleSync

App creation

Brief · process · deliverables

Case study

StyleSync

App creation

Brief · process · deliverables

StyleSync, the AI Wardrobe Assistant

StyleSync, the AI Wardrobe Assistant

My Team:

2 Designers (Including Me)

Tools:

Figma, FigJam

Duration:

March 2025

PROTOTYPE CONCEPT · NOT LAUNCHED OR VALIDATED

Simplifying outfit planning

One integrated wardrobe experience

The prototype connects wardrobe rediscovery with personalized outfit creation and sharing, using progress feedback and achievement milestones to encourage reuse. Its contribution is the integrated experience concept—not a measured product outcome.

StyleSync explores an innovative integration of AI styling, wardrobe management, gamification, outfit planning, and social sharing in one cohesive prototype.

PROPOSED EXPERIENCE FLOW

Upload existing clothing → Mix and match outfits → Plan a look → Share with friends

Prototype decision map

01

Rediscover

Existing clothing becomes the starting point for outfit planning.

02

Plan

Mix-and-match and personalized styling address decision fatigue.

03

Stay engaged

Progress indicators and achievement milestones support the proposed experience.

CONTEXT

Addressing a Market Gap

StyleSync began as a response to a growing gap in the digital fashion space: while users often turn to platforms like Instagram and TikTok to share and discover outfits, there was no dedicated tool for planning and curating looks in a personalized, shareable way. I conceptualized StyleSync as an AI-powered outfit planner that allows users to upload, mix, match, and post outfits within one streamlined interface. The goal was to build a tool that not only made styling more intuitive and seamless, but also tapped into social behaviors—like event-based dressing and sharing looks with friends—through smart suggestions and customization.

RESEARCH

Competitive Analysis

We better understood this gap by conducting a brief, competitive analysis of platforms users currently rely on for outfit sharing and inspiration. While apps like Instagram, Reddit, and Snapchat offer community-driven advice, they all fell short on key features, and reinforced the need for a standard solution like StyleSync.

PROCESS

Understanding Our Users

The initial development process centered around on understanding the core problems users face in fashion and wardrobe management. We applied divergent and convergent thinking to explore a broad range of user pain points and through secondary research and user interviews, discovered five pain points of interest. Out of the five pain points we researched, we focused on addressing one in specific.

Wasted Clothing

Up to 82% of clothing goes unworn each year in the average American’s wardrobe.

Up to 82% of clothing goes unworn each year in the average American’s wardrobe.

Organizing by Mood/Style — Current platforms lack personalized styling options.

Organizing by Mood/Style — Current platforms lack personalized styling options.

Decision Fatigue


Outfit selection often becomes stressful when unsure.

Decision Fatigue


Outfit selection often becomes stressful when unsure.

Past Outfit Look-Up


There is no streamlined method for users to track previous outfit combos.

Past Outfit Look-Up


There is no streamlined method for users to track previous outfit combos.

Lack of Outfit Planning


Users rely on Instagram or Snapchat for outfit inspo, which don’t offer personal wardrobe management.

Lack of Outfit Planning


Users rely on Instagram or Snapchat for outfit inspo, which don’t offer personal wardrobe management.

Recognizing that a significant portion of wardrobes remains unused, we aimed to integrate a solution that encourages users to rediscover and utilize their existing clothing.​

Recognizing that a significant portion of wardrobes remains unused, we aimed to integrate a solution that encourages users to rediscover and utilize their existing clothing.​

Design hypotheses

Design intent paired with proposed validation—not completed research.

Wardrobe waste

Existing clothing goes unused.

Rediscover uploaded wardrobe items.

PROPOSED TEST / 01

Wardrobe rediscovery

Ask participants to find an overlooked item.

Observe whether existing clothing becomes easier to reuse.

Decision fatigue

Choosing an outfit can feel stressful.

Mix-and-match and personalized styling.

Planning and recall

Previous outfits and future looks are difficult to organize.

Outfit planning and past-look reference.

PROPOSED TEST / 02

Outfit planning

Ask participants to assemble a look from their wardrobe.

Observe completion, time, and points of hesitation.

Gamification

Progress indicators give users a sense of momentum while decluttering their wardrobe.

Achievement milestones celebrate small wins with playful feedback.

PROPOSED TEST / 03

Gamification

Review progress and milestone feedback with participants.

Assess clarity and motivation, not just visual appeal.

PROCESS

Unique Proposition: Gamification

How should we create a solution that’s unique and engaging?

How should we create a solution that’s unique and engaging?

Progress Bar Motivation

Visual progress indicators give users a sense of momentum, encouraging them to continue decluttering until they hit completion.

Achievement Milestones

Gamified checkpoints celebrate small wins along the way, rewarding users with playful feedback like ‘Your clothes are clapping for you!’