Demand Planning & sensing

Anticipate demand changes early - and act before it's too late.

Move from forecast accuracy to decision relevance

Demand Planning & Sensing

How much demand to commit to

Where to allocate limited supply

When to adjust production or procurement

when signals matter now (not last quarter)

Predictive models + extrenels signals

Demand sensing (slort-term pattern detection)

Probabilistic forecasts, not point estimates

Forecasts don’t drive action

Demand shifts faster than planning cycles

Noise overwhelps signals

Overreaction is as costly as underreaction

Demand sensing Layer

Decision-ready forecasts

Early-warning indicators

Integration with inventory & supply chain optimization

Google Cloud

Microsoft Azure

Databricks

GurobiOptimization