Brand-aware Demand Forecasting
Weather-enriched, event-adjusted forecasts for 82 locations across 3 brands. Built to replace Marcus's 3-hour Monday Excel session with a decision that takes 12 minutes and costs less in waste.
82
Locations monitored
3
Brands managed
±4.2%
Average MAPE
3h
Saved every Monday
Platform capabilities
No more toggling between weather sites, POS exports, and spreadsheets. BaDF pulls it together before your first coffee.
Per-location demand curves with widening confidence bands. Actual vs predicted with ±4.2% average MAPE across all brands.
NOAA weather overlays and local event detection automatically adjust baseline forecasts before you open the spreadsheet.
Model conservative / expected / aggressive buy quantities per location before committing. Export a ready-to-order CSV in one click.
Real-time progress bars per location. Green / amber / red thresholds trigger alerts before you hit a waste or stockout event.
Severity-ranked alerts for forecast deviation, connector failures, and LTO expiry — surfaced before they become Monday problems.
VP Ops, GM, Brand Ops, Supply Chain, Marketing, Regional, and Portfolio Admin — each role sees exactly what they need, nothing more.
Workflow
Upload CSV exports from your existing POS — no integration required for the demo. Connectors go live in Sprint 2.
Prophet-based time-series models enrich your data with weather, local events, and historical LTO patterns.
Enter a new LTO, pick comparable products, and get a per-location buy recommendation with three confidence bands.
Track performance in real time. Alerts fire before overstock or stockout — not after.
Access model
Seven distinct roles, each with scoped data and tailored navigation. A GM sees their one location. A VP sees all 82. Nobody sees what they shouldn't.
VP Operations
Dashboard · Forecasts · LTOs · Supply Chain · Alerts
Portfolio Admin
Dashboard · Admin Console · All routes
General Manager
Forecasts (own location) · Alerts
Brand Ops
LTOs · Forecasts · Alerts
Supply Chain
Supply Chain Console · LTOs · Forecasts
Sign in with any demo account and explore the full platform — forecasts, LTO simulation, alert center, and admin console.