Product story · Health Tech
From skin concern to structured awareness
Building a live health product without crossing the diagnosis line
A public product that frames AI as awareness support - not a medical claim.
The problem
People notice skin changes but lack a structured, privacy-aware path from concern to informed next step. Most digital tools either overclaim (diagnosis) or underdeliver (generic wellness fluff).
Decoded workflow
Stages we mapped
Capture
Guided photo intake with quality hints
Analyze
AI-assisted pattern review (informational only)
Understand
Plain-language output with explicit limits
Decide
Track over time or seek professional advice
What we built
- Guided capture workflow across devices
- AI-assisted informational guidance layer
- Responsible disclaimer system embedded in UX
- History tracking for visible changes
- Privacy-aware data handling patterns
Before / after
Workflow shift
| Before | After |
|---|---|
| Google + anxiety + delay | Structured 4-step check |
| No tracking over time | Visual history timeline |
| Hype-driven health AI copy | Explicit non-diagnosis framing |
Outcomes
Honest maturity labels
Product status
Live
Public at skintoscan.com
Workflow stages
4
Capture → Decide
Positioning
Awareness
Not medical diagnosis
Domain
Health Tech
Privacy-aware by design
“The product makes it clear what the analysis suggests - and what it does not claim. That clarity is the feature.”
What we avoided
- Medical diagnosis claims
- "AI doctor" marketing language
- Unsupported efficacy metrics
Work with us
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