METHODOLOGY
How Aureon Labs works
Answers to common questions about our analysis engine and confidence scoring.
What is Aureon Labs?
An evolving facial-geometry and appearance-analysis platform. It uses clear front and profile photos to organize visible structural relationships and explain each reading in plain language, with its confidence tier and reference status.
Why do you need both a front and a profile photo?
They show different things. The front view carries proportion, balance, and symmetry. The profile shows how the nose and chin project, how the lips sit between them, and the overall facial relationship in side view. The two views run through separate pipelines.
Are all readings equally validated?
No. Aureon Labs distinguishes reference-backed readings from exploratory ones, labels each accordingly, and marks a reading unavailable when the photo or current landmark system cannot support it.
How accurate is AI face analysis?
It depends on the photo and the reading. Reference-backed readings are compared against measured population ranges; exploratory ones are directional; some photos cannot support some readings at all, and Aureon Labs marks those unavailable instead of guessing.
What photos are required?
A clear front-facing photo and a clear side-profile photo, in good lighting with minimal pose distortion. Aureon Labs indicates when photo quality limits a reading — not every photo supports every reading.
Is this medical advice?
No. Aureon Labs provides informational image-based analysis only. It is not a medical device, diagnosis, or substitute for advice from a qualified professional.
Control your setup, then trust the reading.
Informational analysis only — not medical advice.