Provenance
How Miréva writes.
Miréva uses AI to write. It does not use it to invent facts about you. Here is exactly what is generated, what is read, and what is left alone.
What is written by AI
- — The Style Blueprint — a nine-section wardrobe study, written for your answers.
- — The Private Styling Concierge document and its follow-up answers.
- — The Seasonal Study, refreshed each quarter with keep, retire and buy guidance.
- — The Sunday letter, drafted from a seasonal brief and reviewed before it is sent.
What is not written by AI
- — The daily recommendation. Looks are chosen by a rules engine from a reviewed catalogue — the weather, the occasion, the register and your saved pieces decide the outcome, not a language model.
- — The catalogue itself. Every brand and piece is admitted by hand.
- — Prices, links and stock. Those come from the merchant, never from a generated guess.
What the writing reads
Only the answers you give and the choices you make inside Miréva:
- — Your intake answers: goal, occasions, wardrobe, spending register.
- — Your fit profile: silhouette, proportion, build, fit preference, tone family — kept in your browser.
- — Your preferred shops and your fit reference, if you set them.
- — The pieces you have saved to your wardrobe, by name.
- — The season and, for the recommendation flow, the weather where you are.
What is never used
- — Your photographs. The optional body reading returns a description and keeps no image.
- — Your name, address or payment details. Payment is handled by Stripe; Miréva never sees a card.
- — Any data bought from a third party, or anything scraped about you elsewhere.
- — Your documents as training material. Nothing you write is used to train a model.
How a document is produced
- — You answer a short intake.
- — Your answers are queued and sent, once, to the writing model with a fixed editorial brief.
- — The result is checked against a structure: every section must exist and be complete, or the document is refused and you are asked to try again.
- — Named pieces are matched to the reviewed catalogue by exact word boundaries. No confident match means no link — never an invented one.
- — The finished document is kept in your browser, and — for subscriptions — in your private library.
What can go wrong
- — A model can be confidently wrong about a detail. Read the advice as a stylist's view, not a measurement.
- — A recommended piece can sell out between writing and reading.
- — If a document reads as generic, tell us with the rating at the end of it. That feedback is the main thing shaping the next revision.