How DermAI works

From phototo cautious next steps.

DermAI combines guided photo capture, visual pattern review, context questions, and conservative urgency routing to make the next step clearer.

15 sec

target processing window

Top 3

probability view for Pro

4

urgency tiers

U.S. clinician reviewing a digital dermatology workflow on a tablet

Probability, not diagnosis

The report keeps uncertainty visible.

Under 30 seconds

Fast enough for first-step clarity.

Pipeline

Six steps from capture to care handoff.

The product is built as a sequence of safeguards. Each step adds context or reduces overconfidence before the result is shown.

Step 01

Guided capture

DermAI starts before analysis. The scan flow asks for body area, symptom duration, notes, and a clear image so the model is not interpreting a floating close-up with no context.

Step 02

Privacy-aware upload

The workflow strips metadata where technically feasible, compresses the image for analysis, and keeps raw image storage separate from saved history choices.

Step 03

Visual pattern review

The image is checked for visible cues such as color variation, texture, border shape, distribution, scale, lesion type, and photo quality limitations.

Step 04

Probability and explanation

The AI layer produces a ranked set of likely patterns, then DermAI translates the output into plain language with confidence, uncertainty, and next-step context.

Step 05

Urgency triage

The product favors escalation over reassurance when symptoms include rapid spread, severe pain, fever, eye involvement, infection signs, changing moles, or low confidence.

Step 06

Report and handoff

Users can save a scan, export a report, share a summary, or move toward a dermatologist referral when the result suggests professional review.

Photo guidance

Better input creates safer output.

Image quality is not a cosmetic detail. Blur, glare, shadows, missing body-area context, and heavy product coverage can change what the AI can safely say.

DermAI does not diagnose.

The product provides wellness information, probability estimates, and urgency guidance. Seek qualified medical care for diagnosis, treatment, rapidly changing symptoms, severe pain, fever, bleeding, infection signs, or any urgent concern.

Use bright even light without harsh shadows or colored filters.

Take one close photo and one wider photo showing body-area location.

Keep the camera steady and avoid zooming so texture is not blurred.

Remove makeup, heavy ointment, jewelry, or clothing obstruction when appropriate.

Include duration, itch, pain, fever, spread, product changes, and prior diagnosis in notes.

Do not upload private body areas, faces, documents, or other people unless necessary and consented.

Confidence and urgency

Two signals, shown separately.

DermAI separates model confidence from medical urgency. A mild condition can be low confidence, and a visually obvious pattern can still need clinical care.

Confidence states

High confidence

Clear image plus matching context

The visible pattern and user-provided context agree strongly. DermAI still presents probability language and keeps medical-disclaimer guidance visible.

Moderate confidence

Pattern overlap or limited context

The scan resembles more than one condition, or the image is usable but incomplete. The report emphasizes differentials and what would improve certainty.

Low confidence

Image or symptoms are not enough

The report avoids naming a condition with false certainty and points the user toward better image capture or clinical review.

Urgency tiers

Monitor at home

Used for low-risk, familiar, mild, or improving patterns where practical self-care and watchful waiting may be reasonable.

See a doctor soon

Used when symptoms are persistent, recurrent, uncertain, treatment-resistant, or likely to benefit from a professional exam.

Seek care promptly

Used for possible infection, shingles-like pain and blisters, rapidly worsening symptoms, or concerning changes that should not wait.

Emergency

Used when symptoms suggest immediate risk, such as breathing difficulty, severe allergic reaction, eye-threatening symptoms, or systemic illness.

Limitations

What the AI cannot safely know from one photo.

A trustworthy AI health product should explain where it stops. DermAI makes these limits part of the experience, not a hidden footnote.

A photo is incomplete

Depth, temperature, tenderness, full-body distribution, dermoscopy, labs, biopsy, and medical history cannot be fully captured by one image.

Skin tone matters

Redness, swelling, pigment change, and inflammation can appear differently across skin tones. DermAI asks for context to reduce overreliance on color alone.

Urgent symptoms override AI

Severe symptoms should move directly to care. The scan flow should not slow down emergency or prompt clinical decisions.

Clinicians remain central

DermAI prepares users for better conversations. It does not diagnose, prescribe, treat, or replace qualified medical care.

Privacy and retention

Skin images are treated as sensitive data.

DermAI is built around consent-led processing, data minimization, metadata stripping where feasible, and explicit choices for scan history and reports.

Analyze-and-delete mode is designed for users who want a result without permanent raw image storage. Saved history, PDF reports, family profiles, and support review require clear account-level choices because those features need stored information to work.

Metadata minimization

Remove EXIF and GPS metadata where technically feasible before analysis.

Scoped retention

Separate temporary processing from saved history and report storage.

User control

Let users request access, deletion, export, and consent withdrawal through privacy workflows.

Secure handoff

Use encrypted transfer, access controls, and vendor review for sensitive processing.

Common questions

Questions people ask before trusting a scan.

DermAI is intentionally conservative. The product is useful when it helps a person document, understand, and act faster.

DermAI captures scan context, readiness, consent, and result feedback in the browser today. The same safety model can support AI, storage, and payment services without changing the user flow.

No. DermAI provides AI-assisted probability estimates, confidence language, urgency guidance, and next-step education. It does not diagnose, prescribe, treat, or replace a dermatologist.

Try the flow

A safer scan is built around the questions before the answer.

Start with a guided scan flow that asks for context before showing probabilities, confidence, and urgency.