The Challenge
Global travel platforms struggle with high variance in attributed revenue due to booking cancellations and attribution window latency, leading to inefficient marketing spend.
Our Solution
Engineered a robust forecasting pipeline to predict final realized revenue with extreme precision. The system integrates deep market-level behavioral features to stabilize attribution signals and optimize global budget allocation strategies.
Business Impact
0.23%Global Error Rate
8%MAPE
9%Additional Revenue