Q helps civic and public-sector teams preserve the chain from evidence to authority to action without turning AI output into automatic legitimacy.
Keep claims, sources, uncertainty, dissent and change history visible.
Identify who may recommend, approve, stop, override and release.
Track who benefits, who bears risk and what becomes difficult to reverse.