Advanced Forecasting Optimizes Inventory & Boosts Sales
A major home furniture retailer struggled with inefficient inventory management and missed sales opportunities due to inaccurate demand forecasts
Project duration:
5 months
Output:
The challenge
- Frequent stockouts leading to missed sales opportunities and customer dissatisfaction.
- Overstocking resulting in excessive storage costs and wasted resources.
- Delays in production and delivery due to inaccurate planning.
Our solution
Learn about the solution- Historical sales data and seasonal purchasing trends.
- Store traffic, advertising impact, and delivery timelines.
- SKU-level demand for a 12-week horizon.
Impacts
Increased roduct availability
Ensured critical SKUs were consistently in stock, improving customer satisfactionReduced inventory costs
Eliminated excess stock through precise demand forecastingOptimized delivery times
Improved logistics and supply chain planning for timely product deliveryBoosted seasonal sales
Leveraged accurate forecasts to capitalize on peak shopping periods such as sales events and holidays
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