A synthetic voice lands with executive urgency during an end-of-day rush. An email flags a payment change while chat pings stack and a calendar invite slides in with a pre-read that folds an approval step into the notes field. The real failure point lives inside the human loop during compressed windows where speed and authority press for compliance. Technical controls shave the noise floor. Training builds immunity by hardening recognition and enforcing disciplined verification under load.