Phenotype Series™
Scalable Digital Phenotype–Based Health-State Assessment
Phenotype Series™ is ProXplor’s product family for digital phenotype–based health-state assessment, powered by InferPheno™ — Digital Phenotype Inference Engine and ProXplor Nexus™.
Designed for digital delivery, the Phenotype Series™ makes health-state assessment easier to access, efficient to complete, practical to deploy across large populations, and suitable for periodic reassessment.
Its purpose is to help individuals and organizations gain structured health and lifestyle insights through a simple digital assessment experience — without requiring specialized on-site assessment equipment.
Key Product Characteristics
Low Barrier to Use
Phenotype Series™ is designed around a simple digital assessment process.
Users can complete the required information and standardized image capture through supported digital devices without traveling to a specialized assessment center or using large on-site equipment.
This makes assessment easier to access across different locations and user populations.
High Assessment Efficiency
Standardized digital capture, automated processing and intelligent analysis enable assessments to be completed efficiently.
Once the required information has been successfully submitted, a structured personal report can typically be generated within minutes.
Built for Large-Scale Application
Because the assessment can be delivered digitally and does not depend on complex on-site infrastructure, Phenotype Series™ is well suited to large and geographically distributed populations.
It can support applications across:
insurance and member-benefit programs;
employee health programs;
health and wellness services;
membership organizations;
institutional health programs;
other authorized population-scale initiatives.
Designed for Periodic Reassessment
Phenotype Series™ is designed not only for a single assessment, but also for repeated assessment over time.
Periodic reassessment allows users to compare relevant health-state information across different assessment points and observe meaningful changes over time.
Assess → Act → Reassess
How It Works
1. Capture
The user completes the required personal information and standardized phenotype image capture through the supported application.
2. Analyze
Submitted information is processed through InferPheno™, supported by the intelligence foundation of ProXplor Nexus™.
3. Receive
A structured personal health and lifestyle insight report is generated according to the applicable product and report configuration.
4. Act
The user can review relevant observations, health and lifestyle insights, and appropriately scoped lifestyle guidance.
5. Reassess
The assessment can be repeated periodically to compare relevant changes and support continued health awareness and action.
What the Assessment Uses
Depending on the specific product and report configuration, Phenotype Series™ may use standardized inputs including:
Frontal Facial Image
A standardized front-facing facial image used for digital phenotype analysis.
Profile Facial Image
A standardized facial profile image providing additional phenotype information.
Tongue Image
A standardized frontal tongue image used as part of the defined digital phenotype assessment process.
Basic Personal Information
Relevant information such as age, sex and long-term place of residence may be used to provide appropriate context for the assessment.
Health & Lifestyle Information
Where required by the specific report or service, authorized health and lifestyle information may be incorporated into the assessment.
Only information required for the applicable product and service configuration is collected and processed.
What Users Receive
The primary intelligence output of a Phenotype Series™ assessment is a structured personal health and lifestyle insight report.
Depending on the specific product and report configuration, reports may include:
visual phenotype observations;
health and lifestyle status references;
personalized health and lifestyle insights;
structured health-state information;
appropriately scoped daily lifestyle guidance;
relevant areas for continued observation;
periodic reassessment references.
The report is designed to help users better understand their current health and lifestyle information and identify practical areas for attention and action.
Designed for Reassessment
Human health changes over time.
A single assessment provides information about a particular point in time. Repeated assessments make it possible to compare relevant information across different periods.
Phenotype Series™ is therefore designed to make reassessment practical rather than exceptional.
This allows users to move from:
“What does my current health information look like?”
to:
“What has changed since my previous assessment?”
Periodic reassessment can support a more continuous understanding of health without requiring continuous device-based monitoring.
Application Scenarios
Insurance & Member Benefits
Phenotype Series™ can support large-scale health and wellbeing benefits for insurance customers, members and other covered populations.
Its digital delivery model allows organizations to provide an accessible health assessment experience without requiring every participant to attend a physical assessment site.
Periodic reassessment can also create more meaningful and recurring health engagement over time.
Employee Health Programs
Organizations can incorporate Phenotype Series™ into proactive-health and employee wellbeing initiatives.
The assessment can be made available across different offices, locations and employee populations while allowing individuals to access their own personal reports through supported applications.
Health & Wellness Services
Health-management organizations, wellness providers and other qualified service organizations can use Phenotype Series™ as a digital assessment and reassessment capability within their own service programs.
The technology can complement existing health and lifestyle services without requiring ProXplor to become the organization’s health-management service provider.
Organization-Specific Programs
For enterprises, institutions and other organizations with specific requirements, Phenotype Series™ capabilities can be incorporated into customized applications, report configurations and operating workflows through ProXplor Nexus™ Solutions.
Flexible Deployment
Phenotype Series™ is designed to support different commercial and operating environments.
Depending on the program, the assessment experience may be delivered through:
Holmony App;
ProXplor applications;
organization-specific applications;
customized branded applications;
authorized OEM or white-label deployments;
other approved organization-specific digital environments.
Branding, user experience, report configuration, localization and operational workflows may be adapted to the needs of the organization and market.
The underlying inference technology remains within the ProXplor core technology system.
Powered by InferPheno™
Phenotype Series™ is powered by:
InferPheno™
Digital Phenotype Inference Engine
InferPheno™ provides the specialized digital phenotype analysis and inference capabilities underlying the Phenotype Series™.
Its digital-first design supports efficient assessment, large-scale deployment and convenient periodic reassessment.
InferPheno™ is a core technology engine, not the end-user product itself.
ProXplor Nexus™
Health and Medical Intelligence Foundation Model & Core Technology Platform
ProXplor Nexus™ provides the shared intelligence foundation supporting InferPheno™ and the broader ProXplor technology system.
Together:
ProXplor Nexus™
↓
InferPheno™
↓
Phenotype Series™
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Applications · Reports · Organization-Specific Solutions
Privacy by Design
Phenotype Series™ processes personal and image information only for the defined purposes of the applicable assessment and service.
Facial and tongue images submitted for phenotype analysis are used for the requested health and lifestyle insight service.
They are not intended for identity recognition, identity verification, biometric authentication or surveillance.
Personal reports are associated with the individual user and are accessed through supported authenticated services according to the applicable product, privacy and access rules.
Detailed data-processing, retention and deletion practices are defined in the applicable Privacy Policy and Terms of Use.
Clear Health & Medical Boundaries
Phenotype Series™ is designed for non-clinical health, proactive-health and general wellness applications unless a specific product has been separately developed, validated and authorized for another intended use.
Its reports and outputs are not intended to provide:
medical diagnosis;
disease diagnosis or confirmation;
disease prediction;
clinical screening;
clinical measurement;
treatment recommendations;
prescriptions;
emergency medical advice;
medical decision support.
Phenotype Series™ does not replace physicians, healthcare professionals, medical examinations, laboratory testing, regulated medical devices or appropriate medical care.
Users with symptoms, medical concerns or a need for diagnosis or treatment should seek advice from an appropriately qualified healthcare professional.
Easier to Access. Easier to Scale. Easier to Reassess.
Phenotype Series™ brings digital phenotype intelligence into practical health applications through a simple principle:
Make health-state assessment easier to access, easier to scale and easier to repeat.
Powered by InferPheno™ and ProXplor Nexus™, the Phenotype Series™ supports organizations and individuals in moving from isolated assessments toward periodic health-state understanding and reassessment.
Explore InferPheno™
Explore ProXplor Nexus™
Explore ProXplor Nexus™ Solutions
Explore Holmony™