Strategizing Category Investments with Predictive Forecasting
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Overview
Our client is a Fortune 500 global healthcare and nutrition leader (client identity withheld at firm's request). It relies on predictive forecasting to plan category investments across its APAC markets.
Business Complexity
The client needed to forecast category growth across 7 APAC countries and plan investments for the next 8 quarters. Existing data required more consistent and statistically validated forecasts.
Action
Developed an ensemble forecasting model combining regression and time-series forecasting.
Identified key macroeconomic and consumer indicators.
Used Holt's Winter methodology to generate quarterly forecasts.
Combined regression and time-series forecasts with optimized weightings.
Enabled the client to compare category growth and key drivers across countries for better investment planning.
