Editorial policy

Useful, attributable information for real decisions.

Harliee Studio publishes resources to help Malaysian brands and talent make better professional decisions. Content must be accurate, transparent, and meaningfully useful.

Authorship and review

Every substantial resource has a responsible author or editorial owner. Specialist claims should be reviewed by someone with relevant experience before publication.

Evidence

Statistics and legal, platform, or policy claims should link to primary sources where available. Harliee platform findings must state their sample, date range, and limitations.

Originality

Resources should contribute practical experience, analysis, interviews, or original data. Harliee Studio does not publish rewritten summaries merely to target keyword variations.

AI assistance

AI tools may support research organization, transcription, editing, or drafting. A human remains responsible for fact-checking, originality, tone, and the final published work.

Corrections and updates

Material corrections should be made promptly. The displayed update date changes only when the substance of a resource changes, not for cosmetic edits.

Commercial disclosure

Partnerships, sponsorships, affiliate relationships, or other material commercial interests must be disclosed where they could affect a reader’s interpretation.