Strategies weren't keeping up with the algorithms
Every quarter Google, Meta, YouTube, and LinkedIn shipped meaningful changes. Most teams kept executing on last year's playbook. Bidding logic, audience structure, creative testing frameworks, attribution models — running months or years behind what the platforms actually rewarded now. Budget was working at half its potential before anyone touched a single setting.