Mis?timed save offers to BigQuery features powering Braze journeys aligned to behavior
Save offers landed off?base as churn signals from Mixpanel, Google Analytics 4, and billing arrived out of sync. We consolidated features in BigQuery, validated with Great Expectations, and triggered Braze journeys from model outputs. Offers matched behavior, status was clear, and support noise eased.

