Predictive Analytics & ML
Machine learning that learns from data, predicts behavior, and optimizes in real time.
Problems We Solve
- →Lead Scoring
- →Churn Alerts
- →Personalization
- →Anomaly Detection
- →Forecasting
What ESL Marketing Delivers
- ✓Lead scoring model trained on your historical data
- ✓Churn prediction - identify at-risk customers 30 days before
- ✓Personalization engine - right product recommendation for each customer
- ✓Anomaly detection in sales and operations patterns
- ✓Demand forecasting with ±15% accuracy
- ✓Daily updated insights dashboard with actionable recommendations
- ✓Automated alerts when patterns shift
- ✓Integration with CRM, ERP, and analytics platforms
How It Works
Data ingestion and model preparation
We collect historical data from CRM, sales, support. One month of cleaning and preparation. AI starts learning from your real business.
Train models specific to your context
Not generic models. AI trains on your history. Learns what "qualified lead" means for YOU, not another business.
Deploy recommendations and alerts
System starts predicting: "This customer 78% churn risk", "This lead 65% buy probability". Your team acts on science, not intuition.
Continuous optimization from real feedback
Each week, model gets smarter. Accuracy improves 2-5% monthly. AI predictions become more precise as data grows.
Real Examples
Lead arrives, AI scores in seconds
System analyzes 150+ signals. Returns: "Score 84 - contact within 1 hour". Right team contacts right lead at right time.
Key customer disengaging detected automatically
Pattern spotted: lower access, fewer support tickets. AI alerts 25 days before likely churn. Team can still save the deal.