Studio - Sizing intelligence

A try-on that ends on a size, not a maybe.

A beautiful render is only half the job. Sizing intelligence turns the same photo into a size a customer can order - and tells you plainly how confident it is.

Two ways in

From a photo, or from a measurement.

Whichever the customer has, sizing intelligence resolves it to the number your workshop needs.

From a photo

The same hand, neck or wrist image used for the render is read for width and proportion, and mapped to a recommended ring size, chain length or bangle diameter.

From a measurement

If a customer already knows a size or has a tape measurement, they enter it, and the render updates to match so what they see is what they will receive.

01

Estimate

A first size is predicted from the image, with a confidence band rather than a single false-precise number.

02

Confirm

The customer confirms against a known ring or a measurement, tightening the recommendation.

03

Order

The confirmed size travels with the order, so the workshop makes to the size the customer actually saw.

An honest note on accuracy

What sizing intelligence does well, and where it defers.

Strongest on rings. Finger-width estimation from a clear, close photo is where the model is most reliable today.
Chain and wrist are guided, not guaranteed. Necklace length and bangle diameter are recommended as a strong starting point, best confirmed against a known measurement.
Confidence is shown, not hidden. Where the photo is ambiguous, the studio asks for a measurement rather than committing to a size it cannot stand behind.
Coverage grows with data. Accuracy and piece-type coverage improve as real try-ons accumulate; we would rather state that plainly than overclaim.

End every try-on on a size you can make to.

We will walk you through how sizing behaves on your own pieces, including where it asks for a confirmation.