AI Body Scan
AI-Powered Health Insights
- Platform
- iOS
- Timeline
- 8 weeks to App Store
- Technology
- Swift · Core ML
The product at a glance
iOS AI health assistant for skin, posture, nutrition, and medicine scans—structured wellness reports in seconds, designed for education rather than diagnosis.
- Client
- Consumer Health Product
- Industry
- AI · Health & Wellness
- Services
- iOS Development, Computer Vision, Health UX
- Duration
- 8 weeks
- Team Size
- 5 specialists
What was broken—and why it mattered
People need fast, private answers about skin, posture, nutrition, and medicines—but most tools are either generic chatbots or require a clinic visit for every small check.
“Ship an iOS scanner that turns a photo into structured wellness insights across skin, medicine, nutrition, and posture—without claiming to replace a doctor.”
- 01
Designing trustworthy health UX that is useful without making diagnostic claims
- 02
Unifying skin, medicine, nutrition, posture, and document scans in one simple camera flow
- 03
Delivering structured reports with care tips, warnings, and shareable history on-device
How we thought before we built
Research, planning, product decisions, and user flow architecture—mapped before a single line of production code.
User & Market Research
Designing trustworthy health UX that is useful without making diagnostic claims
Product Roadmap & Scope
Ship an iOS scanner that turns a photo into structured wellness insights across skin, medicine, nutrition, and posture—without claiming to replace a doctor.
Core Product Decisions
AI Body Scan unifies skin and wound checks, pill identification, meal nutrition, posture analysis, report summaries, and optional Deep Scan (image, video, voice) behind a three-step select → scan → report flow.
User Flow Architecture
Mapped modes around real self-checks—skin, medicine, nutrition, posture, reports, and plants—plus custom categories for personal tracking.
UX thinking, not just screens
Every screen was designed around one question: how fast can a user reach their outcome? We mapped flows, tested edge cases, and built a visual system that scales with the product.
Primary User Journey
Mapped modes around real self-checks—skin, medicine, nutrition, posture, reports, and plants—plus custom categories for personal tracking.
Skin & Posture Scan
Low-friction entry points and progressive disclosure—users reach value without tutorial overload.
Nutrition & Medicine
Unifying skin, medicine, nutrition, posture, and document scans in one simple camera flow
Health Insights Report
Delivering structured reports with care tips, warnings, and shareable history on-device
From discovery to launch
Discovery
Designing trustworthy health UX that is useful without making diagnostic claims
Planning
Ship an iOS scanner that turns a photo into structured wellness insights across skin, medicine, nutrition, and posture—without claiming to replace a doctor.
Design
Mapped modes around real self-checks—skin, medicine, nutrition, posture, reports, and plants—plus custom categories for personal tracking.
Development
Turned photos into structured reports with tips, care steps, and warnings, plus AI voice readouts and video explanations.
Testing
QA across devices, edge cases, and performance—stress-tested AI pipelines and user flows before release.
Launch
Shipped on the App Store with on-device history, easy sharing, and a clear educational disclaimer so users still consult a clinician.
Built on a production-grade foundation
Every layer chosen for performance, scalability, and the specific demands of this product.
Frontend
- Swift
- iOS
Backend
- Generative AI APIs
AI
- Core ML
- Vision Framework
Infrastructure
- AVFoundation
Outcomes that matter
Business impact, user growth, and product metrics—the story founders and investors want to hear.
Scan Categories
Skin, medicine, nutrition, posture, medical reports, plants, Deep Scan, and custom categories in one camera flow.
Insight Speed
Photo or video in, structured report out—with care tips, warnings, and optional AI voice or video explainers.
Wellness Positioning
Educational self-checks with a clear medical disclaimer so users still consult a qualified clinician.
App Store Launch
Shipped in the Medical category with premium subscriptions and shareable on-device history.
Client testimonial
The app they developed for us is fast, user-friendly, and beautifully designed. Our users love it, and we've seen great engagement growth. Definitely one of the best development teams we've worked with.
Let's build your next product
Book a free consultation. We'll map your idea, timeline, and the fastest path to a product your users—and investors—will believe in.