Closet AI Pjattaforma ta' Kummerċ għall-Bejgħ mill-Ġdid minn Ruoxuan Pan, Junjie Tang and Huixiang Chen

Id-disinn Closet AI Pjattaforma ta' Kummerċ għall-Bejgħ mill-Ġdid minn Ruoxuan Pan, Junjie Tang and Huixiang Chen huwa rebbieħ stmat ħafna tal-prestiġjuż 2026 Premju A' Design Award tal-Ħadid fil-Kategorija tal-Kompetizzjoni ta' Disinn tat-Teknoloġiji Mobbli, Applikazzjonijiet u Software.

ĦadidMobbli· 2026

Closet AI Pjattaforma ta' Kummerċ għall-Bejgħ mill-Ġdid

minn Ruoxuan Pan, Junjie Tang and Huixiang Chen

Rebbieħ tal-Premju A' Design Award tal-Ħadid fil-Kategorija ta' Mobbli

6,336

Rebbieħ ta' Premju Ivverifikat

Ivverifika l-Istatus tal-Premju għal #182338

Ara fuq A' Design Award Stqarrija għall-Istampa Badge tal-Premju

Kuluri

Id-Disinn

Dwar Closet AI Pjattaforma ta' Kummerċ għall-Bejgħ mill-Ġdid

Closet AI hija pjattaforma mobbli għall-bejgħ mill-ġdid ta' ħwejjeġ użati. L-utenti jtellgħu immaġini tal-ħwejjeġ, u l-applikazzjoni tiġġenera kategoriji, deskrizzjonijiet u prezzijiet issuġġeriti bbażati fuq data tal-bejgħ mill-ġdid. Waqt in-negozjar, is-sistema tabbozza suġġerimenti ta' tweġibiet li l-utenti jistgħu jeditjaw jew japprovaw, sabiex id-deċiżjonijiet finali jibqgħu f'idejn il-bejjiegħ. Sistema ta' premjijiet issegwi l-progress permezz ta' missjonijiet, badges u tragwardi. Il-pjattaforma ġiet żviluppata permezz ta' riċerka dwar l-imġiba tal-bejgħ mill-ġdid. L-għan huwa li jitnaqqsu l-ħin u l-isforz li jiskoraġġixxu l-parteċipazzjoni fil-moda ċirkolari.

Ir-Rikonoxximent

Dwar il-Premju A' Design Award tal-Ħadid

Closet AI Pjattaforma ta' Kummerċ għall-Bejgħ mill-Ġdid huwa rebbieħ tal-Premju A' Design Award tal-Ħadid, rikonoxximent prestiġjuż mogħti lil disinji tajbin li jissodisfaw ir-rekwiżiti professjonali u industrijali mistennija minn ħolqien imfassal tajjeb. Ir-rebbieħa tal-Ħadid juru l-ħila kbira, l-ispeċjalizzazzjoni għolja, il-fehim espert u l-kapaċità kreattiva tal-ħallieqa tagħhom. Huwa mistenni li Closet AI Pjattaforma ta' Kummerċ għall-Bejgħ mill-Ġdid ikun ħolqien imqabbar ħafna, mammirat u maħbub li huwa prattiku u innovattiv. Dan id-disinn rebbieħ tal-Ħadid jintegra l-aħjar prattiki tal-industrija u għandu karatteristiċi tekniċi kompetenti marbuta mal-għarfien u t-talent. Closet AI Pjattaforma ta' Kummerċ għall-Bejgħ mill-Ġdid huwa rispettat għall-eżattezza tiegħu u mfassal biex itejjeb il-kwalità tal-ħajja u jgħin jagħmel id-dinja post aħjar.

Wara d-Disinn

Kit għall-Istampa

Krediti, membri tat-tim u dettalji tekniċi pprovduti mid-disinjatur.

Proprjetajiet Uniċi: 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.
Dimensjonijiet u Ippakkjar: 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.
Tikketti: 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
Teknoloġija tal-Produzzjoni: 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.
Sfida tad-Disinn: 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.
Riċerka: 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.
Ispirazzjoni: 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.
Tul tal-Proġett: The project began in Dec 2025 in Austin and is currently in advanced prototype development.
Fluss tal-Operazzjoni: 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.
Membri tat-Tim: Ruoxuan Pan
Junjie Tang
Huixiang Chen
Krediti tal-Immaġni: 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