Pillar 5: IMPROVE
Get better over time.
The system measures itself and shows you where it's right, where it's wrong, and how it's improving—automatically and visibly.
Forecast Accuracy
Measure performance with MAPE, WAPE, and bias tracking at every level.
Bias Tracking
Identify systematic over or under-forecasting before it impacts margins.
Drift Detection
Automatic alerts when model performance diverges from real-world demand.
Measure the system, not just the inventory.
Most tools show you what you have. Better Data shows you how well your logic is working. Close the loop between decision and outcome.
- Forecast accuracy dashboards by SKU
- Accuracy segmentation by location & channel
- Bias tracking and drift detection
- Operational performance KPIs
Accuracy Trend
+12% vs LW
W1W10
Metrics
MAPE, WAPE, Bias, Service Level
Feedback
Closed-loop accuracy injection
Dashboarding
Real-time SKU-level visibility
Learning
Automatic bias correction
Coming Soon to IMPROVE
Change Logs
Track every forecast modification and its source.
Model Comparisons
A/B test different demand models in parallel.
Automated Loops
Self-correcting parameters based on bias drift.