Predictive Analytics & Machine Learning
Custom ML models for forecasting, anomaly detection, and predictive maintenance that drive business value.
Build Predictive ModelsForecast Business Outcomes
Predict revenue, demand, churn, and other KPIs with custom ML models
Detect Anomalies Early
Identify operational issues, fraud, and quality problems before they impact business
Optimize Operations
Predictive maintenance, resource allocation, and supply chain optimization
Data-Driven Decisions
Move from reactive to proactive decision-making with predictive insights
Demand & Revenue Forecasting
Time series models for accurate business forecasts
- Sales forecasting
- Demand planning
- Inventory optimization
- Capacity planning
- Seasonality modeling
Customer Analytics & Churn
Predict customer behavior and lifetime value
- Churn prediction
- Lifetime value modeling
- Propensity scoring
- Segmentation models
- Next-best-action recommendations
Anomaly Detection
Real-time detection of unusual patterns and outliers
- Fraud detection
- Quality control
- System health monitoring
- Transaction monitoring
- Operational anomalies
Predictive Maintenance
Prevent equipment failures before they happen
- Failure prediction
- Remaining useful life estimation
- Condition monitoring
- Maintenance scheduling
- Asset optimization
Predictive Maintenance for Equipment
Reduced unplanned downtime by 45%, saved $2M annually
Demand Forecasting for Inventory
Improved forecast accuracy by 35%, reduced waste by 20%
Credit Risk & Fraud Detection
Detected 40% more fraud with 60% fewer false positives
Patient Readmission Prediction
Reduced readmissions by 25%, improved care coordination
Equipment Failure Prediction
Prevented 80% of critical failures, optimized maintenance costs
Customer Churn Prediction
Reduced churn by 18%, increased retention campaign ROI