Editorial Policy

Our Editorial Standards

We publish content about healthcare technology, clinical workflows, and AI implementation grounded in verifiable data and industry evidence. Our editorial goal is to provide healthcare professionals and clinic operators with accurate, actionable information they can use to make informed decisions. We do not publish speculative claims without attribution, and we distinguish clearly between factual reporting, analysis, and opinion.

Fact-Checking Process

Every statistic cited in our content includes a link to its primary source. We reference peer-reviewed journals (including JAMA, BMC Health Services Research, and The Lancet Digital Health), industry reports (MGMA, Accenture, McKinsey Health Institute), and official healthcare data from bodies such as the WHO, the European Commission, and national health ministries.

When a cited source is updated or retracted, we review the affected content and update or annotate it within 30 days of becoming aware of the change. Secondary sources are used only when a primary source is unavailable, and are identified as such.

Commercial Disclosure

Hellomatik is a healthcare AI platform. Our content reflects our industry perspective and expertise. We believe transparency about our commercial position strengthens rather than undermines our editorial credibility.

Each article published on our site includes a disclosure statement indicating its purpose — whether educational, analytical, or promotional. We do not accept paid placements or sponsored content from third parties. When we describe Hellomatik products or features, we do so in clearly marked contexts.

Review Process

All content is reviewed by our editorial team before publication. This review covers factual accuracy, source quality, clarity, and consistency with our editorial standards. For technical content involving clinical workflows or regulatory requirements, we seek input from subject-matter experts before publication.

Articles are reviewed periodically and updated when new data, regulatory changes, or significant industry developments make existing content materially incomplete or misleading. The date of last update is displayed on each article.

Corrections Policy

If you find a factual error in our content, contact us at hello@hellomatik.com with the article URL and a description of the error.

We correct factual errors within 48 hours of verification. Corrections are noted at the bottom of the affected article with a brief description of what was changed and when. We do not silently alter content to remove errors without acknowledgment.

AI Content Disclosure

Some content on this site may be assisted by AI writing tools. We use AI to accelerate research, drafting, and editing — not to replace editorial judgment.

All AI-assisted content is reviewed, fact-checked, and verified by our editorial team before publication. AI-generated drafts are treated as starting points, not finished work. Articles that relied substantially on AI assistance are marked accordingly.

Author Standards

Authors contributing to Hellomatik content have direct experience in one or more of the following areas: healthcare technology, clinical operations and workflows, AI implementation in regulated environments, or healthcare data and compliance.

Authors are expected to disclose any conflicts of interest relevant to their subject matter. Editorial decisions — including what topics to cover and how conclusions are framed — remain independent of commercial considerations.

Questions

For questions about this policy or to report a concern, reach us at hello@hellomatik.com.