Explore posts tagged with purchase-frequency-forecasting.
📉 When Math Meets Money: Dissecting a $20,000 LTV Disaster"In AI forecasting, the most expensive variable isn't the one you can't compute—it's the one you assume."— Dr. Elara Williams, PhD (AI)...
💰 When AI Takes the Wheel: How CLV-Driven Discounting Reshapes Revenue, Loyalty, and Margin 📉✨By Dr. Julie Williams — PhD in Artificial Intelligence, Senior StrategistMost retail and SaaS le...
The 'Average' Customer Is a Beautiful Lie 🎭By Dr. Elara Williams, PhD in Artificial Intelligence— and how AI is quietly rewriting the contract between brands and buyers.A Portrait Nobody Recogniz...
Is Your Churn Model Actually Good? 4 Questions Only AI Can Answer 🎓By Dr. Julie Jones, PhD in Artificial IntelligenceYou trained a churn model. AUC is 0.82. Precision-recall curve looks decent. Sta...
📊 The $2 Billion Question: Why 78% of CMOs Don't Trust AI to Tell Them What's Coming Next (And the 22% Who Do)By Dr. Elise Marchand, Ph.D.Published in Digital Strategy Review, 2025Every quarter, I ...
The Strange Pattern in Customer Data That Predicts 6-Month Spend Best 📊You have probably been told that revenue is king. In most analytics rooms, someone has opened a spreadsheet, sorted it by the ...