Stylenow
Generative AI in Retail 路 Student Capstone
StyleNow AI: Personalized Fashion Advice in Real Time
Style decisions happen in the moment. StyleNow AI turns a shopper鈥檚 occasion, preferences, fit, colors, brands, and budget into an adjustable clothing assortment without the wait.
The Problem
Personalization loses value when it arrives too late.
A student may know the event, budget, colors, and look they want, yet finding an outfit can still mean browsing a huge assortment one item at a time or waiting hours for styling advice.
The Solution
Let the shopper shape recommendations while deciding.
StyleNow AI creates a personalized clothing assortment in real time and refreshes it as the customer changes occasion, style, fit, colors, preferred brands, or budget.
Before and After
From delayed and generic to immediate and adjustable
Before StyleNow AI
- Complete a style quiz and wait for a response.
- Search through too many products one at a time.
- Restart the process when the event or budget changes.
- Receive suggestions after the shopping moment has passed.
With StyleNow AI
- Begin with a personal style profile and real occasion.
- See a curated clothing assortment immediately.
- Adjust preferences and refresh suggestions in real time.
- Connect with a human stylist when more nuance is needed.
From Nordstrom Digital Stylist to StyleNow AI
Keep the personalization. Remove unnecessary waiting.
The team studied Nordstrom Digital Stylist and Pinterest Visual Search. Nordstrom鈥檚 style quiz could produce a curated assortment, but the delay before receiving guidance created friction. StyleNow AI imagines a faster model in which recommendations arrive immediately and continue changing as the shopper鈥檚 needs become clearer.
The best recommendation is not only personal鈥攊t arrives while the decision is still happening.
How StyleNow AI Works
A conversational path from intention to outfit
Set preferences
Share style direction, fit, colors, brands, category, and budget.
Choose the occasion
Add context such as an interview, presentation, dinner, or event.
Generate an assortment
Receive a curated group of clothing recommendations in real time.
Refine instantly
Change the inputs and refresh the recommendations without restarting.
Connect to a stylist
Book human support when the decision needs judgment or reassurance.
Why StyleNow AI Matters
鈥淔ormal鈥 is not enough context for a useful recommendation.
- Occasion-AwareShape the assortment around the real event and its expectations.
- Budget-AwareKeep suggestions within the shopper鈥檚 practical price range.
- Continuously AdjustableUpdate recommendations as preferences become clearer.
- Human When NeededPreserve access to professional judgment and emotional understanding.
The Central Idea
Personalization should keep pace with the shopper.
鈥淐ustomers should be able to shape their recommendations while the shopping decision is happening鈥攏ot hours after the moment has passed.鈥
Building Responsibly
AI is a starting point, not the final answer.
Recommendations may miss a shopper鈥檚 style, sizing needs, or intended occasion, and product matches can reflect inaccuracies or bias. A responsible experience must protect preference, behavior, and sizing data while keeping human stylists available for nuanced guidance.
Acknowledgment
Thank you.
StyleNow AI was developed through SA国际传媒鈥檚 Generative AI in Retail program, with guidance from Prof. Kirthi Kalyanam and the Retail Management Institute.