How Cendra decides

Cendra uses a 12-season taxonomy. The model predicts temperature, value, chroma, and contrast, then maps those axes onto a season. Capture uses a short burst of frames and lighting corrections. If the result is unstable, the app asks for a better photo.

Explanations come from structured evidence codes, not unconstrained model prose. We do not publish a professional-accuracy percentage until a reviewed validation report exists.

Inference runs on Cloudflare Workers AI. The mobile contract stays the same either way: analysis-result.v1.