Why SCAP?

Customer analytics doesn’t need to be complex to be powerful. SCAP turns raw transaction data into predictive insights that drive churn prevention, multi‑year CLV forecasting, and intelligent segmentation.

• Minimal Data: only Customer_ID (salted hash), Transaction_Date, Amount
• Privacy‑First: pseudonymized IDs, no names/emails/PII
• Rapid Time‑to‑Value: insights in days, not months
• AI‑Augmented: explainable insights, scenario testing, budget guidance

What You Get

• ✅ Churn Prediction (probabilistic risk scoring)
• ✅ CLV Forecasting (discounted, multi‑year projections)
• ✅ Segmentation & Optimization (CLV‑centric tiers, ROI‑focused budgets)