Turn functional snapshots into a story that can be followed.
This page explains the healthcare architecture behind Global™ and My Functional Journey™: guided capture, normalized measurements, longitudinal comparison, responsible AI assistance and distinct provider and individual experiences. XOX26 uses a separate creator-technology architecture.
The technical thesis
A single assessment is a snapshot. Repeatable, structured observations create a functional timeline that can support more useful review across visits and life stages.
Standardized inputs
Smartphone images, mobility observations, 60+ anatomical landmarks and 25 integrated surveys.
Consistent baseline
Organize measurements, metadata and patient-reported context into a versioned individual baseline.
Compare change
Preserve repeated assessments so reviewers can evaluate what changed, when and under which conditions.
AI-assisted services in development
Planned services are intended to support extraction, organization and structured summaries while keeping human review and uncertainty visible.
Global™ + My Functional Journey
Deliver the provider platform and the upcoming individual app through distinct interfaces, permissions and workflows.
What works today—and what remains ahead
The technical story is separated into current scope and planned capabilities so partners can evaluate maturity accurately.
| Current alpha/MVP | Future / requires validation |
|---|---|
| Smartphone posture and range-of-motion capture | Broader multimodal ingestion |
| Full-body 2D landmark tracking and basic metrics | AI-assisted longitudinal decision support |
| Structured reports, surveys and repeat assessment | Independent reliability and usability studies |
| Secure cloud foundation and web administration | Enterprise deployment controls and partner integrations |
| One longitudinal workflow | EMR connectivity and standards-based data exchange |
Responsible AI and human oversight
AI is intended to assist the workflow—not issue autonomous diagnoses or replace licensed professionals.
Human review
Providers remain responsible for interpretation and professional judgment.
Provenance
Derived results should retain source, timestamp, processing version and change history.
Uncertainty
Low-confidence or incomplete inputs should be surfaced rather than hidden.
Model governance
Versioning, monitoring, error review and claims control are required before broader deployment.
Data minimization
Collect and retain only what is needed for the authorized workflow and applicable obligations.
Evidence gates
More complex models follow data quality, independent assessment and demonstrated user value.
Interoperability, security and validation
GHBI is building toward an integration-ready platform without presenting roadmap work as completed compliance or certification.
Standards-aware roadmap
Stable identifiers, documented data mapping, controlled ingestion and future partner APIs. Standards such as HL7 FHIR may be evaluated where appropriate.
Risk-based controls
Role-based access, least privilege, encryption, audit logging, secure development, vendor review, incident response and recovery remain core operating requirements.
Staged evidence program
Analytical verification, capture reliability, usability, functional relevance and implementation value must be evaluated separately.
Technical diligence questions
A serious technical review should distinguish product capability from evidence, compliance and scale readiness.
What is proprietary?
The patent-pending system and method portfolio, longitudinal functional-data structure, workflow design and accumulated implementation know-how.
What is truly live?
A smartphone-first alpha/MVP with structured capture, 2D landmarks, basic metrics, reports, surveys, cloud foundation, web administration and one longitudinal workflow.
What is not live?
Named EMR integrations, enterprise-scale deployment, validated predictive models and formal clinical-performance claims.
What unlocks scale?
Repeatable provider value, independent evidence, secure operations, paid-pilot conversion and a stable integration contract.
Download the technology brief
The downloadable brief includes the high-level architecture, current-versus-planned scope, AI controls, interoperability roadmap, validation plan, technical FAQ and diligence checklist.