IP / Licensing

Precision prosthetic matching — powered by machine learning.

AI Matching recommends optimal prosthetic configurations from a catalogue of 1,000+ devices across 20+ manufacturers — combining clinical data, functional assessment, and historical outcomes into a ranked, explainable recommendation.

1,000+
Configurations
20+
Manufacturers indexed
K0–K4
Functional assessment
B2B
Annual licensing
AI Matching is a clinical decision-support tool — recommendations are reviewed and confirmed by a qualified clinician. Discuss Licensing →
How it works

From clinical data to a ranked recommendation.

A single, explainable pipeline — every recommendation can be traced back to the clinical factors that produced it.

Step 1

Clinical data

Functional assessment (K0–K4 — the clinical mobility classification scale), activity level, residual limb characteristics, and patient goals.

Step 2

ML model

Random Forest + SHAP, scoring the full 1,000+ device catalogue against the patient profile.

Step 3

Top recommendations

Ranked, explainable shortlist for the clinician to review, discuss, and confirm with the patient.

Who it's for

One matching engine, four stakeholders.

Patients

A configuration matched to lifestyle and goals, not just availability — discussed and confirmed with their clinician.

Clinicians

An explainable, evidence-backed shortlist that supports — never replaces — clinical judgment.

Manufacturers

Manufacturer-neutral exposure inside clinical workflows, embedded via B2B licensing.

Insurers

Evidence-based matching documentation that supports reimbursement and actuarial risk review.

Technology & licensing

Built to be explainable, licensed to scale.

AI Matching is licensed B2B on an annual basis to clinical networks and prosthetic manufacturers — embedded directly into existing clinical workflows rather than sold as a standalone consumer product.

Every recommendation is paired with SHAP-based explainability, so clinicians can see which clinical factors drove the ranking — not just the output.

ModelB2B Licensing, annual
Configurations1,000+
Manufacturers indexed20+
ML methodRandom Forest + SHAP
Functional assessmentK0–K4
IP statusPatent application in preparation
Regulatory & IP notice: AI Matching is a proprietary, in-development decision-support system. A patent application is in preparation but has not yet been filed. It is not a diagnostic device, and no claims of FDA clearance or CE marking are made.

Interested in licensing AI Matching?

Whether you're a manufacturer, clinical network, or insurer — let's discuss fit and licensing terms. We respond within 48 hours.