Predictive analytics • APAC
Retail Demand Intelligence Workspace
A forecasting and planning workspace for category teams balancing stock, promotions, and demand signals.
Challenge
Planning relied on spreadsheet-heavy forecasts and delayed visibility into demand shifts.
Solution
Data pipelines, baseline forecasting, exception views, and decision dashboards for planners.
Delivery approach
Source mapping, model baseline, dashboard UX, validation cycles, and operating cadence.
Architecture summary
Data warehouse layer, forecasting service, planner UI, alert thresholds, and exports.
Integrations
- POS data
- Inventory systems
- BI
- CSV exports
Related
