OUR EXPERIENCE
Cases
Real-world transformations delivering measurable impact across industries and geographies.
FMCG
Sales Forecast for an FMCG-Sector Client
Industry
FMCG
Capability
Shared Services & Process Transformation
Challenges
The starting point.
The client needed to translate real-world market dynamics into quantitative insights to improve sales forecasting. Data had to be consolidated from multiple databases with different update cycles, while the analysis needed to account for changing prices, sales elasticity, seasonality and outliers that could distort forecasting results.
Actions Taken
From strategy to action.
- Designed the methodology to consolidate and analyse data and develop the required statistical models.
- Built and tested statistical models to forecast demand and assessed their accuracy.
- Validated the selected models using recent real-world data.
- Trained the client team on the use, application and limitations of the forecasting model.
Results
Measurable outcomes.
98%
FORECAST ACCURACY
4
DELIVERY ACTIONS
1
FORECAST MODEL
- Achieved 98% forecast accuracy.
- Defined new statistical parameters to support sales forecasting.
- Mapped sales seasonality.
- Improved understanding of sales variations throughout the year.
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