Data Prediction

Sales, demand and churn forecasts trained on your own historical data — refreshed daily with a confidence range.

Data Prediction is a forecasting service built on top of MADXVISION's internal data pipeline. Historical sales, demand or usage data trains a per-metric model, which is retrained on a schedule as new data lands. Every forecast ships with a confidence band, not a single line, so a decision can account for the uncertainty. Alerts fire when a live number moves outside its expected range, before it ever shows up in a monthly report.

• Per-metric model trained on the business's own history
• Scheduled retraining as new data lands
• Confidence bands on every forecast, not a single line
• Threshold alerts when live numbers move outside range
• Sales, demand and churn presets out of the box
• Forecast export into the same dashboards as Data Analysis

• Next.js
• Python
• Model training
• Confidence bands
• Scheduled retrain
• Alerts