Editorial policy

Research and sourcing

We prefer primary sources for prices, laws, platform terms, features, and statistics. Material claims show sources and review dates. When a conclusion is an inference, the page should make that clear rather than presenting it as a sourced fact.

AI assistance

AI may help cluster topics, outline a page, summarize provided sources, draft language, check metadata, and flag stale facts. It may not invent providers, prices, clients, certifications, results, or affiliate terms. AI-assisted material requires human factual and editorial approval before production publication.

AI may also generate original conceptual editorial illustrations. Generated art cannot carry unsupported facts or replace crawlable text, tables, labels, or accessible transcripts for material information. We inspect every asset for relevance, artifacts, pseudo-text, third-party marks, stereotypes, and misleading implications. Each generated article visual carries a visible creation credit and descriptive alt text; exact data infographics remain source-backed and deterministic.

Commercial independence

Advertising, sponsorship, affiliate relationships, and lead arrangements must be disclosed. A commercial partner cannot purchase a hidden score or favorable conclusion. Sponsored placement must be visibly separated from editorial ranking.

Corrections and updates

Send a correction with supporting evidence to hello@outsourcing.ai. We assess the source, update the claim and ledger when warranted, and change the reviewed date. Substantive conclusions may include a revision note.