Forecasting Dashboards

Predictive Analytics

See demand before it hits your warehouse

We build ML dashboards that forecast sales, stockouts and purchasing needs — so you buy the right quantities at the right time.

  • Sales and demand forecasts by SKU, store or region
  • Inventory risk alerts before stockouts
  • Purchasing recommendations tied to lead times
  • Clear visuals for managers — not just data dumps
Forecasting Dashboards
The problem

Spreadsheets cannot keep up with demand

Teams plan from last month’s averages. Seasonality, promotions and supplier delays get missed until shelves are empty or cash is trapped in excess stock.

Before

  • Reactive purchasing
  • Blind spots on slow movers
  • Overstock after promotions
  • No shared forecast view

With Vionix Labs

  • Forward-looking demand models
  • SKU-level risk scoring
  • Promotion-aware forecasts
  • One dashboard for ops & finance
How it works

How it works

01

Connect your data

Sales history, stock, lead times and seasonality from ERP/POS.

02

Train & validate models

We build forecasts and measure accuracy against real outcomes.

03

Operate from the dashboard

Buyers and managers act on alerts and recommended quantities.

What you get

What you get

  • Custom forecasting models for your catalogue
  • Interactive dashboard for sales & inventory
  • Alerting for stockout and overstock risk
  • Handover and training for your team
  • Model refresh and support
Forecasting Dashboards
Use cases

Use cases

Retail & eCommerce

Align purchasing with campaign calendars and channel mix.

Wholesale

Anticipate B2B demand spikes across customer segments.

Hospitality supply

Plan perishable and high-turn items with less waste.

FAQ

Forecasting Dashboards — FAQ

Historical sales, current stock, lead times and preferably promotion calendars.

We report accuracy metrics and improve models after go-live with real feedback.

Yes — read from ERP/POS and optionally push purchase suggestions back.

No. Vionix Labs builds, hosts and maintains the solution.

Vionix Labs

Forecast with confidence

Request a demo with a sample of your sales history.