Start With the Record
Names, dates, roles, companies, contracts, awards, gifts and legal outcomes are checked against primary records where available. Established reporting can add context, but a repeated claim is not automatically a verified fact.
Label the Evidence
BHEKZIM IMPACT distinguishes verified facts, public statements, reported claims, controversy and editorial analysis. The labels help readers see what a sentence is based on and where uncertainty remains.
Include Outcomes and Context
A fair profile does not stop at an allegation or a headline. Responses, court decisions, corrections, later official findings and unresolved questions belong in the same record when they are relevant and verified.
Human Review Before Publication
AI may help administrators prepare a draft, headline, summary or interview questions. It cannot publish an Impact profile. An administrator must review the wording, sources, media rights, social links and publication settings first.