Predictive Analytics & Forecasting
Predictive models are only useful if they drive decisions. We build forecasting and prediction systems from data through to the business workflow that acts on the output: connecting demand forecasts to inventory systems, churn scores to retention campaigns, and risk scores to underwriting decisions.
85%
Avg Forecast Accuracy
28%
Inventory Cost Reduction
35%
Churn Reduction for Clients
Predictive Analytics & Forecasting Services
Practical, production-ready work — not proofs of concept that never make it to real users.
Demand Forecasting
Time series and ensemble models for product demand, resource capacity, and revenue forecasting with confidence intervals.
Churn Prediction
Customer retention models that score propensity to churn and surface actionable signals for your retention team.
Risk Scoring
Credit, fraud, and operational risk models that provide decision-ready scores with explainable contributing factors.
Anomaly Detection
Statistical and ML-based anomaly detection for fraud signals, system failures, and unusual business patterns.
Common Engagements
Retail Demand Forecasting
SKU-level demand forecasting integrated into an inventory management system to automate replenishment orders.
SaaS Churn Prediction
Customer health scoring model that surfaces at-risk accounts to the customer success team three months before cancellation.
Credit Risk Scoring
Alternative data credit model for a lending platform serving customers without traditional credit histories.
Predictive Maintenance
Equipment failure prediction model using sensor telemetry to schedule maintenance before breakdowns occur.
What You Can Count On
- Models tuned to your specific data distribution rather than generic benchmarks
- Output integrated into systems your teams already use for decisions
- Confidence intervals and uncertainty estimates to support risk-aware decisions
- Feature importance explanations that business stakeholders can interpret
- Regular retraining and performance review to maintain accuracy over time
Technologies We Use
Ready to Get Started?
Tell us about your project and we'll put together a practical path forward.
Talk to Our Team