Manual budget management creates a significant latency gap between performance signals and spend adjustments, wasting capital on underperforming channels. This workflow automates that decision loop by ingesting real-time conversion data from your identity graph—which links clicks and purchases across devices—calculating efficiency metrics like ROAS or CPA, and executing budget shifts via platform APIs like Google Ads or Facebook. The operational upside is immediate: you cut underperforming spend faster than any human team, improving overall campaign ROI by 10-20% while freeing analysts for strategic work.




