Governance and Ethical AI
Albert Labs embeds ethical AI governance across our neuropathy solutions. A cross-functional ethics and clinical oversight committee reviews models pre-deployment, conducts regular audits, and maintains human-in-the-loop decision support. We prioritize fairness and inclusivity through diverse datasets and bias monitoring, and uphold transparency about model purpose, limitations, and update processes.

Ethical Responses in Care
Our AI augments—never replaces—clinicians in neuropathy care. We ensure patient-centered design, clear disclosures when AI is used, and accessible explanations for recommendations. Continuous feedback from patients and providers informs iterative improvements. We align with evolving guidelines and collaborate with academic and healthcare partners to ensure safe, equitable, and responsible deployment.

Patient Data Safety
We safeguard neuropathy patient data with healthcare-grade security: HIPAA-aligned controls, SOC 2–style practices, end‑to‑end encryption, role-based access, and data minimization. We perform ongoing third‑party security audits, continuous monitoring, and privacy impact assessments. Transparent data handling, consent management, and rigorous de‑identification protect sensitive information throughout the AI lifecycle.