
Draft — outline in progress. How AI reads skin from a single selfie to surface routine gaps.
Signals the model reads
- Texture (pore density, fine lines)
- Tone (redness, hyperpigmentation, sallowness)
- Hydration proxies (dullness, light reflectance)
Routine gaps by signal
Which step is missing when each signal spikes.
When to escalate to a dermatologist
What AI can flag vs what needs a real clinician.