What to Wear Today? Let AI Decide Based on Your Closet and Weather

wrdb is a free iPhone app that answers the question "what should I wear today?" using your own clothes and real-time weather. Every morning, the on-device AI generates personalized outfit suggestions based on what's in your wardrobe, the weather outside, and your learned style preferences. No more standing in front of your closet wondering what to put on.

The Morning Routine Problem

We waste an average of 4 days per year staring at our clothes, overwhelmed by choice, and defaulting to the same few safe combinations. The problem isn't having too few clothes — it's having too many options without a system to navigate them. wrdb replaces that daily decision fatigue with instant, AI-generated outfit suggestions tailored to your day.

Weather-Aware Outfit Intelligence

wrdb connects to Apple WeatherKit for real-time weather data at your location. Every outfit suggestion factors in:

• Temperature bands — determines fabric weight (linen vs. wool), sleeve length, and layering needs
• Precipitation — rain or snow triggers outerwear and water-resistant options
• Seasonal logic — summer palettes differ from winter ones; the AI adapts
• Extreme conditions — heat waves or cold snaps push the AI toward comfort-first combinations

You don't need to check the weather app separately. wrdb builds it into every suggestion.

Personalized to Your Style

wrdb doesn't give everyone the same outfits. The AI learns what you like through three signals:

1. 1.Saves — outfit combinations you save as favorites get reinforced
2. 2.Rejections — combinations you dismiss get deprioritized
3. 3.Actual wear — outfits you log as your OOTD carry the strongest signal

Over time, the AI builds a model of your personal style — your preferred color palettes, how adventurous you are with combinations, whether you lean casual or dressy. Suggestions get more accurate week by week.

Plan Ahead for Travel and Events

Your entire wardrobe is digitized and searchable in wrdb, which makes planning outfits for trips, events, or the work week straightforward. Browse what you own, generate combinations for different weather scenarios, and save looks you want to wear on specific days. Build a travel capsule wardrobe from clothes you already have instead of panic-buying before a trip.

Works Offline

Because outfit generation runs on-device using CoreML, wrdb works even without an internet connection. The app has a 24-hour offline grace period — meaning you can get outfit suggestions on a plane, in a hotel with bad WiFi, or anywhere else your signal drops.