Predictive analytics • USA
Retail Demand Intelligence
A forecasting and action dashboard for demand, inventory pressure, claims, and campaign signals.
Challenge
Leadership lacked a single view of demand shifts and inventory pressure across channels.
Solution
AI Loop built a dashboard with baseline forecasts, exception alerts, and operational action queues.
Delivery approach
Data readiness review, forecast baseline, dashboard build, review cadence, and optimization backlog.
Architecture summary
Data ingestion pipeline, forecasting service, dashboard UI, alerting layer, analytics events.
Integrations
- Commerce platform
- Ads data
- Inventory exports
- Analytics
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