Closet AI Plataporma ng Resale Commerce ni Ruoxuan Pan, Junjie Tang and Huixiang Chen

Ang disenyo na Closet AI Plataporma ng Resale Commerce ni Ruoxuan Pan, Junjie Tang and Huixiang Chen ay isang lubhang iginagalang na nagwagi ng napaka-prestihiyosong 2026 A' Design Award na Bakal sa Kategoryang Paligsahan na Disenyo ng Teknolohiyang Mobile, Aplikasyon at Software.

BakalMobile· 2026

Closet AI Plataporma ng Resale Commerce

ni Ruoxuan Pan, Junjie Tang and Huixiang Chen

Nagwagi ng A' Design Award na Bakal sa Kategoryang Mobile

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Mga Kulay

Ang Disenyo

Tungkol sa Closet AI Plataporma ng Resale Commerce

Ang Closet AI ay isang mobile resale platform para sa mga second hand na damit. Nag-a-upload ang mga user ng mga larawan ng damit, at ang aplikasyon ay bumubuo ng mga kategorya, deskripsyon at iminumungkahing presyo batay sa datos ng resale. Sa panahon ng negosasyon, ang sistema ay gumagawa ng mga mungkahing tugon na maaaring i-edit o aprubahan ng mga user, kaya ang pinal na desisyon ay nananatili sa nagbebenta. Sinusubaybayan ng isang reward system ang progreso sa pamamagitan ng mga quest, badge at milestone. Ang plataporma ay binuo sa pamamagitan ng pananaliksik sa gawi ng resale. Layunin nitong bawasan ang oras at pagsisikap na humahadlang sa pakikilahok sa circular fashion.

Ang Pagkilala

Tungkol sa A' Design Award na Bakal

Ang Closet AI Plataporma ng Resale Commerce ay nagwagi ng A' Design Award na Bakal, isang prestihiyosong pagkilalang iginagawad sa mga mahuhusay na disenyong tumutugon sa mga propesyonal at pang-industriyang kinakailangang inaasahan sa mga mahusay na pagkakadisenyong likha. Ang mga nagwagi ng Bakal ay nagpapakita ng dakilang husay, mataas na espesyalisasyon, dalubhasang pag-unawa at kakayahang malikhain ng kanilang mga lumikha. Inaasahang ang Closet AI Plataporma ng Resale Commerce ay isang lubos na pinahahalagahan, hinahangaan at minamahal na likhang praktikal at makabago. Ang disenyong ito na nagwagi ng A' Design Award na Bakal ay nagsasama ng pinakamahuhusay na kasanayan ng industriya at may mahuhusay na katangiang teknikal na may kasamang kaalaman at talento. Ang Closet AI Plataporma ng Resale Commerce ay iginagalang dahil sa kaingatan nito at idinisenyo upang maghatid ng mga pagpapabuti sa kalidad ng buhay na tumutulong gawing mas mabuting lugar ang mundo.

Sa Likod ng Disenyo

Press Kit

Mga kredito, miyembro ng koponan at teknikal na detalye na ibinigay ng taga-disenyo.

Mga Natatanging Katangian: Closet AI is an AI powered resale platform designed to remove friction from circular fashion. It automates listing creation, pricing suggestions and negotiation support, transforming second hand selling into a streamlined experience. By integrating intelligent automation with a reward system that tracks impact and milestones, Closet AI reduces emotional barriers and encourages sustainable participation, making fashion circulation measurable and efficient.
Mga Sukat at Packaging: Closet AI is a mobile first digital platform prototyped in Figma at 402 x 874 pixels aligned with iPhone interface standards. The system follows a modular and scalable architecture supporting real time feedback and adaptive interaction flows. A structured design system ensures visual consistency accessibility compliance and responsive layout behavior across future multi platform extensions.
Mga Tag: AI powered resale platform, UX/UI design, circular fashion system, sustainable commerce design, intelligent negotiation support, automated listing generation, user centered interaction design, behavioral incentive system, mobile marketplace experience, fashion sustainability innovation
Teknolohiya sa Produksyon: Closet AI was developed through a human centered design process informed by user research and resale behavior analysis. Insights into pricing uncertainty and negotiation stress shaped the interaction framework. Computer vision, natural language generation and data driven recommendations were integrated as supportive technologies. Iterative prototyping refined the system into an assisted workflow that reduces cognitive load while preserving user agency.
Hamon sa Disenyo: The major challenge was balancing automation with user autonomy. Fully automated systems risk removing agency, while manual systems maintain friction. Closet AI introduces assisted intelligence, where AI drafts and recommends actions but users retain final control. Another challenge was integrating sustainability incentives without overwhelming users. The solution implements subtle impact indicators and milestone badges that reinforce behavior without creating gamified complexity.
Pananaliksik: Type of Research: Qualitative behavioral research and workflow analysis. Research Objectives: To identify barriers preventing users from participating in clothing resale despite sustainability awareness. Methodology: User interviews journey mapping and competitive benchmarking. Data Collection: Structured interviews usability testing and prototyping. Participants: Gen Z and Millennial users. Results: Identified negotiation fatigue and listing complexity as key friction points. Insights and Impact: Automation reduces participation barriers and supports circular fashion adoption.
Inspirasyon: Closet AI was inspired by the gap between sustainable intention and practical behavior. While many Gen Z and Millennial users want to reduce waste, resale platforms often demand time and effort. Listing creation, price negotiation and cross platform management introduce friction that discourages participation. The project explores how artificial intelligence can reduce this friction and connect resale with meaningful environmental impact.
Tagal ng Proyekto: The project began in Dec 2025 in Austin and is currently in advanced prototype development.
Daloy ng Operasyon: Users upload clothing images to generate automatic categories, descriptions, and smart pricing suggestions based on resale data. They publish listings, track engagement insights, and receive recommendations such as price adjustments or repost timing. Users complete quests, earn badges, and unlock milestones as they list, optimize, and close deals. During negotiations, AI drafts reply suggestions that users can edit or approve, keeping full control.
Mga Miyembro ng Koponan: Ruoxuan Pan
Junjie Tang
Huixiang Chen
Mga Credit ng Larawan: Main Image: Creator Junjie Tang, Huixiang Chen, Closet AI Home page and Swipe flow, 2026
Image #1: Creator Huixiang Chen, Item Scan, Item Swipe and Select, Item Editing, and Item Posting page, 2026
Image #2: Creator Ruoxuan Pan, AI listing and message assistant flow, 2026
Image #3: Creator Junjie Tang, reward and badge pages, 2026
Image #4: Creator Ruoxuan Pan, Huixiang Chen, Junjie Tang, Closet AI interface overview, 2026