How to Evaluate AI Before & After Simulations
A practical framework for judging identity preservation, treatment fidelity, unrelated-feature drift, failure handling, disclosure, consent, retention, and consultation usefulness.
Read the guideEvaluation frameworks, product notes, and privacy teardowns from the team building AI Before & After for aesthetic consultations.
AI simulations and clinical galleries answer different questions. Learn what each can show, what neither can prove, and how to present both without confusing a visual preference with an outcome.
A lifecycle checklist for permission, processing, storage, access, training rights, retention, deletion, analytics, and vendor review when an aesthetic AI product handles facial photos.
A provider-led workflow for using an illustrative AI preview to clarify preferences, surface expectation gaps, and preserve the line between a visual aid and the actual treatment plan.
The complete run of essays and playbooks, ordered by date — most recent first. Guides are marked with pillar.
Twenty minutes with the team who built Eva — a live-call walk-through, the booking flow on your calendar, and the analytics tailored to your practice.
No deck. No pressure. Real Eva on your line.