Date every figure and report whether the metric is US versus global, fundraising versus financing, job salary versus service fee, modelled versus observed, and aggregate market versus target buyer cohort. Preserve source methodology and limits. The newsroom should refuse unsupported multiples, fabricated deals and guaranteed-return language.