Editorial standards
How AiRedHQ takes responsibility for its publications, assigns contributors, distinguishes product evidence, checks sources, corrects errors and uses AI-assisted tools.
Never assign an individual as an author or reviewer solely for SEO purposes. A named contributor must have genuinely written, materially edited, or substantively reviewed the article and must have approved the public attribution.
AiRedHQ operates this website and is responsible for its published editorial material. When no approved person is named, AiRedHQ Editorial Team identifies the publishing organisation responsible for the article; it does not claim that an unnamed individual holds specialist credentials or that expert review occurred.
Named authors must have made a genuine contribution to the published article and approved the attribution. Their public profile explains their relevant role and provides a list of articles assigned to them. Older articles may use the AiRedHQ Editorial Team fallback when no suitable named author has been approved; that label does not claim individual expertise.
A named reviewer is used when substantive specialist review materially improves a technical, educational, financial, legal, safety-related or otherwise consequential article. Review credit means the person examined the material within their relevant area and approved that public attribution; it does not make them a co-author or imply review beyond the stated subject.
Material claims should be supported by the source closest to the fact. We prefer official records, public data, primary research and direct product documentation where appropriate. Sources are linked near the relevant claim, volatile information is dated, illustrative examples are labelled, and evidence limits are stated instead of hidden behind certainty.
Editorial articles may discuss fields in which AiRedHQ builds products or offers services. First-party product evidence describes what AiRedHQ has actually designed, built or tested; demonstrations, illustrative data and private-beta interfaces are not presented as customer outcomes or independent proof. Commercial context and evidence limits should be stated when they affect how a reasonable reader would interpret a claim.
Readers can report a factual error through the AiRedHQ contact page. We check the original source and available evidence, correct material errors promptly, and update the article date when the published substance changes. We do not remove accurate qualifications or criticism merely because they are inconvenient.
Articles are reviewed when central evidence, prices, laws, product behaviour or practical guidance may have changed. An updated date represents a substantive editorial revision, not a cosmetic timestamp change. Older material may remain available when it is still accurate and useful.
AiRedHQ may use AI tools to support research organisation, comparison, drafting or editing. A human remains responsible for the published argument, source checks, examples, disclosures and final approval. We do not present generated claims, invented experience or fabricated citations as fact, and AI assistance does not qualify a person for an author or reviewer credit.
Editorial conclusions are based on the reader's question and the available evidence. AiRedHQ may discuss fields in which it builds products or offers services; relevant commercial context and limits should be disclosed where they affect how a reasonable reader would interpret the article. Advertising placement does not determine editorial conclusions.