AI that knows your customers as well as your best operator does.
Powered by frontier models — segmentation, scoring, content, and decisioning that compounds in value the longer you use it.
Segments based on what customers will do, not just what they did.
Traditional CMPs let you slice your audience by past behavior. Our AI also surfaces forward-looking segments: churn-risk, LTV-prediction, channel preference, intent-to-buy — recomputed nightly.
- ·Trained on your event stream — not a generic model
- ·Explainable predictions with reason codes
- ·Auto-refresh as customer behavior evolves
- ·Drop into journeys or campaigns directly
Churn-risk scoring
Every customer gets a 0–100 churn score, refreshed daily. AI returns the top 3 contributing factors so your team can act.
LTV prediction
Forward-looking LTV estimates for every customer based on early signals — used for budget allocation and acquisition modeling.
Send-time optimization
Per-customer best-time-to-send learned and re-learned. No more guessing whether to send at 10am or 7pm.
Content drafting
AI drafts WhatsApp templates, email subjects, and push copy in your brand voice. You approve and ship.
Next-best-action
For any given customer, AI recommends the next interaction — channel, content, and timing.
Anomaly detection
Sudden drops in engagement, conversion, or revenue surface as proactive alerts before they become problems.