Connected Demand Engine

Connected Demand Engine

Forecasts rebuilt continuously from live signals, connected directly to brand planning, trade and supply systems.

Forecast accuracy

93.4%+2.1 pts

vs. 86% statistical baseline

Signals ingested

4.2M+11%

Daily, across retail, search and panel

Stock-out risk events

7-12

Predicted next 30 days, down from 19

Demand index: actual vs. forecast

Category index, synthetic

Apr

Actual82
Forecast80

May

Actual85
Forecast84

Jun

Actual88
Forecast87

Jul

Actual91
Forecast90

Aug

Actual89
Forecast90

Sep

Forecast93

Oct

Forecast95

Nov

Forecast97

Demand-shaping signals

What the engine is reacting to

Distribution gain — Germany

+4.2 index pts

2,300 new points of sale flowing into the September forecast.

Search interest shift — UK

+1.8 index pts

Premium-segment queries up 22% week on week in tracked panels.

Wholesaler inventory correction — Spain

-2.6 index pts

Temporary de-stock; engine recommends holding activation timing.

Synthetic demonstration data. Not approved for business, regulatory or consumer decisions.