1 · Capture
Phone camera or upload. Live focus, lighting and resolution telemetry rejects unusable images before anything is analysed. Region of interest is drawn by the user.
2 · Structured intake
Adaptive questionnaire per body area (skin, scalp/hair, aesthetic), with multiple choice, free text and voice input in any language.
3 · Visual phenotype extraction
RUBI reads morphology from the image: lesion pattern, erythema field, surface texture, follicular density, pigment distribution, plus a 3D surface topography mesh.
4 · Genomic context layer
If the user uploaded raw DNA data, matched variants across skin, hair, aging and oxidative-stress panels are highlighted next to the findings - as biological context, never inferred from the photo.
5 · Report, care plan, follow-up
Compatibility ranking, triage level, red flags, first measures and treatment options, in patient or professional language - plus Day 0 vs Day N comparison.
6 · Deterministic reproducibility
Every image is fingerprinted and its reading stored. The same or a near-identical photo always returns the same assessment - the credibility requirement clinicians demand.
Category comparison
Compared against the categories a user or investor would otherwise consider. Columns describe typical capabilities of each category, not any single named vendor.
| Capability | PHENOTYPE 360 | Symptom checker apps | Teledermatology | DTC genetic tests | Clinic AI dermoscopy |
|---|---|---|---|---|---|
| Works from a single standard phone photo | |||||
| Image quality gating before analysis | |||||
| Structured morphology output (not free text) | |||||
| 3D surface topography & erythema mapping | |||||
| Hair & scalp trichology module | |||||
| Aesthetic / skin-aging scoring | |||||
| Contextual genomic pathway layer | |||||
| User's own raw DNA matched to the finding | |||||
| Same photo always returns the same reading | |||||
| Reference condition atlas with images | |||||
| Care plan: first measures & treatment options | |||||
| Patient and professional report modes | |||||
| Longitudinal Day 0 vs Day N comparison | |||||
| Voice intake in any language | |||||
| Available in seconds, no appointment | |||||
| No dedicated hardware required |
Available Partial / vendor dependent Not typically offered
Phenotype + genotype in one view
Visual analysis platforms stop at the image; DNA kits stop at the report. PHENOTYPE 360 places what is visible today beside the biology the person carries - the layer no competitor ships together.
Reproducibility by design
Deterministic inference plus image fingerprint caching means the same case never yields a contradictory second opinion. This is what makes the output defensible in a clinical setting.
Three verticals, one engine
Medical dermatology, trichology and aesthetics run on the same capture, intake and reporting rails - three markets addressed without three products.
Built for two audiences at once
Plain-language guidance for the patient and clinical morphology, differentials and coding hints for the professional, generated from the same analysis.
PHENOTYPE 360 is an educational, non-diagnostic decision-support platform. It does not replace examination by a qualified clinician, and genomic pathways are shown as biological context only - never inferred from the photograph. Comparison ratings above describe typical category capabilities and are intended for orientation, not as a benchmark of any specific product.