How Labs Works
Tools that make our model better, every day.
Unvault Labs is the internal workshop for our jewelry AI — inspect pieces, search the forge, annotate the hardest cases, and watch the model get sharper. Every correction you make is shipped back into the next training run.
The Tools
Four workshops. One sharper model.
Visual Inspection
Loupe
Drop a photo. Get weight, metal, purity, category, and confidence — then correct what we got wrong.
Open
Semantic Search
Search
Type a designer, a style, a feeling. Find visually similar pieces across the entire forge.
Open
RLHF Annotation
Gym
The training floor. Work the queue, correct the model, watch your impact compound over time.
Open
Deploy Status
Model
What version is live, how accurate is it, what's the next training run. The pulse of the system.
Open
Recent Activity
What's moving today
AnnotatedVintage emerald ring — corrected metal to 18K
2m agoDeployedv1a9-dev build 2026-06-08 promoted to staging
14m agoAnnotatedCartier Love bracelet — confirmed 14K, +0.2g weight delta
1h agoSearch“piguet” returned 14 matches, top similarity 0.91
2h ago