Versioned platform policy
Sponsor and Vendor Disclosure
How vendor-submitted and sponsored material is identified and separated from independent research.
Commercial relationships
Healthcare AI Pioneers may receive subscription, sponsorship, advertising, research-support, or other commercial revenue from healthcare organizations, vendors, consultants, and related stakeholders.
Editorial separation
Payment does not convert a claim into verified evidence, guarantee publication, determine evidence classification, or constitute endorsement. Vendor-submitted and sponsored records must be labeled, identify the submitting relationship, and remain subject to editorial review.
Member evaluation
Members should consider the evidence source, disclosure label, deployment context, limitations, and independent corroboration before evaluating a product or implementation. Material disclosure concerns may be reported for review.
Questions, correction requests, and privacy requests may be sent through the support contact published by Healthcare AI Pioneers.