Post by RudderStack

Marketing becomes a lot easier when it's a math problem. That's how StatPearls.com's Head of Engineering described what changed after they built a complete customer context layer in Amazon Redshift with RudderStack. Clean identity resolution, full payment history, and cohort-level LTV gave their team the confidence to scale spend, model churn, and triple personalized message volume. Full breakdown in the comments.