Multi-national Food Company
Improved Supply Chain Planning Leads to Dramatically Fresh Results
ChallengeMulti-national food company needed a reliable forecasting tool that would consistently predict the actual lift to baseline demand from trade promotions and media events. The challenge was to understand the correlations among the large numbers of variables with complex interactions.
ResultsForecast error dramatically reduced by 20% Forecast accuracy improved to 92% 30% reduction in lost sales, increasing service levels to 98.6% 30% reduction in product obsolescence
Project & Objectives
The company offers a wide range of fresh healthy food products that are impacted by trade promotions and media events. More than 30% of their volume is sold on promotional offers (discounts, leaflets, displays, hostesses, etc.) and accounts for nearly 70% of their forecast inaccuracy. Also spends a lot on media advertising, which significantly impacts sales and forecasts.
Forecasting, planning and execution for these promotional and media events was somewhat ad hoc. Four functional departments: sales, demand forecasting, account planning and finance had trouble properly coordinating and communicating their goals, plans and expected outcomes, producing uneven results and unpredictable emergencies.
They wanted to create a more reliable demand forecasting platform that would consistently predict the actual impact or “lift” to baseline demand from trade promotions and media events and then facilitate the required complex inter-departmental coordination. Predicting this impact posed a daunting problem, since it involved a large number of variables with complex interactions, buried in huge amounts of data with a high degree of noise. Even with substantial expertise and inter-departmental coordination, it was extremely difficult to understand the correlations among all the variables.
ToolsGroup was selected to provide technology to identify the shared characteristics of promotional and media events and predict their lift on baseline sales. The ToolsGroup system uses machine learning technology to analyze demand variability and improve demand planning. The new forecasting capability proved to be a critical for not only improving the forecasting process, but also for creating an effective planning process between marketing, sales, account management, supply chain and finance.
The new system improves efficiency and inventory balance, allowing us to satisfy promotion and media uplifts with timely production and balanced inventory deployment to achieve the target service levels.
For Sales and Marketing, the new system provides reliable detailed modeling of trade promotion uplift. It enables campaign operational planning in which the promotion and media event is allocated to the account and provides support to customer plan definition for key accounts.
For Supply Chain, it improves efficiency and inventory balance, allowing them to satisfy promotions and media uplifts with timely production and balanced inventory deployment to achieve the target service levels for detailed (channel/store level) supply chain execution.
It also employs demand sensing to incorporate POS feeds from its largest customers, hypermarkets.
Performance has improved across a range of business metrics from front-end forecasting to back-end production planning, including:
- A quick and dramatic 20% reduction in forecast error, increasing forecast accuracy to 92%
- A 30% reduction in lost sales, increasing service levels to 98.6%
- A 30% reduction in product obsolescence
- A 6% increase in Net ROI, improved further to 8% the next year
- A 36% improvement in net uplift from promotions, improved further to 55% the next year
- Demand planners workload reduced by 50% and refocused to higher value-added activities
- Exceeded service level target of 98.7% for several consecutive months in a row
Beyond the numbers, the implementation established not only a robust execution foundation, but also a platform for trade marketing’s and the account teams’ ROI and “What If” planning, enabling continued investment efficiency and responsive to changes in business objectives.
They are one of the fastest- growing food companies in the world, with a global presence in over 120 countries on five continents. The company has more than 160 production plants and 100,000 employees, generating sales of more than $27 billion. The group holds top positions in healthy food through four businesses: ranks #1 worldwide in fresh dairy products, #2 in bottled water and baby nutrition, and is Europe’s #1 medical nutrition company.↓ Download PDF