The Office reviewed 14,208 simulated town halls, 91 inherited dashboards, and one cross-agency spreadsheet that had been protected since 2017.
The model found that unsized awareness increases user friction when accompanied by nouns, deadlines, or a spokesperson with visible sweat.
The Office recommends calibrated partialness: enough data to feel modern, not enough data to assemble a contradictory request.