Independent technical risk review for medical coding, claims, prior authorization and clinical AI workflows — drift, errors, fragility and model limits, with the audit trail your reviewers expect.
Healthcare AI touches reimbursement, access and patient safety. Errors and drift are expensive and sensitive. We review the model's behaviour, error patterns and limits, and document an audit trail — delivered alongside your clinical and compliance experts.
One principle: before trusting a system, we try to break it — in a controlled, documented way. We work across context, data, performance, calibration, robustness, bias, drift, fragility, overfitting and operational risk, then summarize a Proof Score and recommendations.
Typically a Healthcare AI Review (from €5,000), delivered with your compliance partner.
Related: Independent Model Validation · Algorithm Assurance · Methodology · Pricing · Sample report · Contact
No. We provide technical risk review only; clinical and regulatory interpretation should be handled by qualified experts.
Yes — healthcare reviews are delivered alongside your compliance, coding or legal experts when regulatory interpretation is required.
Medical coding, claims and billing, prior authorization and clinical workflow automation, among others.