OrthoSphereOrthoSpherePrototype intelligence lab

Validation roadmap

OrthoSphere on pendarlink.com is a medical AI prototype lab and academic validation platform. This roadmap explains what has been checked technically, what remains open clinically, and what must happen before any operational deployment.

Prototype portalSynthetic demo onlyValidation in progressGovernance required

Current stage

  1. Stage 1 · current stage

    Synthetic prototype demonstration

    Public portal and controlled demos use synthetic or de-identified scenarios only. Technical rule checks run in CI; outputs remain assistive-only and require clinician review.

  2. Stage 2 · next

    Governance review and pilot scoping

    Institutions review validation posture, safety doctrine, data-handling constraints, and authority boundaries before any expanded pilot beyond demonstration.

  3. Stage 3

    Expanded technical and human-factors validation

    Structured usability review, golden-test expansion, publications, and institutional pilots under governance — not implied by current prototype availability.

  4. Stage 4

    Governed pilot readiness

    Any real-world institutional use requires completed validation, local governance approval, data-protection review, and clinician oversight.

Evidence and readiness expectations

Technical checks completed

  • Golden, completeness, and determinism tests for protocol packs at CI time.
  • Safety-language gates on assistive-only protocol output text.
  • OpenAPI generation and strict schema validation on API contracts.

Clinical and operational gaps

  • No completed prospective trial of patient-outcome impact.
  • No formal human-factors validation in live care settings.
  • No regulatory clearance (e.g. FDA 510(k), CE marking).

Before clinical deployment

  • Institutional governance approval and data-handling review.
  • Expanded validation evidence and human-factors evaluation.
  • Explicit authority-boundary review for each enabled surface.

Service authority summary

SurfaceRoleAuthority boundary
OrthoPathDeterministic CDS prototypeOnly OrthoPath may emit clinical recommendation objects; clinician review required.
OrthoRAG / Evidence CopilotExplain-only evidence retrievalMust not emit recommendations or clinical decide language.
Registries / workflow / monitoring / pilot / searchWorkspace and visibility prototypesNot independent CDS lanes; no autonomous orders or treatment decisions.

Full validation documentation (Trust Dossier) · Discuss institutional collaboration · Trust & Safety · Contact & governance