Finance & data
PredictionCube
PredictionCube is a predictive analytics engine for risk-pricing and forecasting workloads, built for teams that need models retrained quickly and often.
- Year
- 2025
- Duration
- 5 months
- Role
- Engineering, Data
- Sector
- Finance & data
20×
Faster model retraining
Same-day
Risk reporting
Reproducible
Versioned runs
The challenge
Forecasting and risk models took a week to retrain, so reports were always working from stale data.
Our approach
We re-engineered the data pipeline and training workflow so models retrain on demand, with reproducible runs and clear versioning.
The result
Models now retrain twenty times faster than the previous baseline. Risk reports that once took a week run before lunch.
PredictionCube screenshots
