
Reduce churn before it happens
- Detect early warning signs of churn
- Use churn scores to prioritize retention efforts
- Launch re-engagement campaigns that convert

Grow customer lifetime value
- Estimate future value for every customer
- Identify high-potential clients to invest in
- Power smarter upsell and cross-sell strategies

Deliver personalized recommendations
- Serve the most relevant offers to each user
- Tailor recommendations by profile, behavior, or intent
- Enhance the customer experience with dynamic personalization

Find the best channels for every customer
- Identify each customer's preferred channel (email, SMS, etc.)
- Focus your spend on the highest-return channels
- Reduce marketing fatigue with smarter targeting

Segment smarter with RFM scoring
- Classify customers by Recency, Frequency, and Monetary value
- Customize RFM scores to match your context
- Create sharper segments and more effective offers


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