Our product · AI stylist
LookFreedom.
A phone app that plans what to wear from your own wardrobe, the weather and your day, then shows the look on your own avatar.
RoleProduct, design, engineering, hosting
PlatformsiOS and Android
PartsApp · API · AI service · back office
StatusIn testing on Android
Every part you can look at
The app, the landing and what runs behind them.
The landing is open. The app is in testing, so its screens are shown here. Staff tools are shown on a call.
Product
Behind the app
Mobile appHome: today's look, built around the weather.Wardrobe, daily looks, avatar, stylist and the social feed.
In testingArchitecture
How LookFreedom works
One API holds every user's data. The models live in a separate service that sees only what a request needs, through short-lived links. Pick a scenario, or hover any part.
Private storageData store
Photos and renders as private files, opened only through signed links.
Client surfaceExternalServiceData storeWorker / job
A garment by photo
From a photo to a tagged item in the wardrobe.
What was built
- A wardrobe added by photo, tagged automatically and confirmed by the person
- A daily look from the weather, the calendar and the region
- Layers planned for each part of the day: street, car, office
- An avatar from a selfie or a stand-in, with try-on in poses
- A stylist chat that shows its sources and what it knows about you
- Friends, a feed and messages, plus a back office with moderation
How it was made
Rules firstOutfits are picked by plain, tested code. A language model only re-ranks when someone types a wish, and only among looks the rules allow.
PrivacyCalendar titles stay on the phone, photos are private files, and every endpoint is tested so one person cannot read another's data.
CostEvery model call is metered, with daily limits and an off switch per feature.
StatusIn testing on Android, not in the stores yet. The phone screens are the app's design screens with a generated model.
Stack
Mobile
ExpoReact NativeTypeScript
Backend
Node.jsFastifyBullMQPythonFastAPILangGraph
Data
PostgreSQLpgvectorRedisS3 storage
Ops
DockerCoolifyOpenTelemetryGrafanaVitest