Why Warehouse-Centric Attribution Is Only Half the Battle: Action-Native Execution in 2026

Data warehouses like Snowflake give you reporting clarity, but charts do not pause a burning budget or reallocate CPCs at 2 AM. Why action-native execution across 27 ad platforms is the other half of the battle.