Real response data drives budget reallocation toward high-performing households and contexts. The system tracks audiences across news, drama, lifestyle, and shoulder sports while maintaining optimal frequency. Creative winners auto-promote, holdout groups validate true lift, and delivery operates like CRM at TV scale.