![X Icon](https://cdn.prod.website-files.com/65b5643c0f1bbf5f5a1bc13d/65b7b66a45540aa481f642f0_icone-x-noir.png)
Inventory Management and Sales Forecasting
Demand forecasting and inventory optimization for 6600+ SKUs across 350+ locations. Over 90%+ accuracy.
![](https://cdn.prod.website-files.com/65b6cf3a4f9b7a71680c555f/65bd9a2a6f445f1d251a61e4_daikin-company.png)
Challenge:
A premier HVAC solutions provider in North America aimed to refine inventory planning and enhance sales predictions across more than 360 locations. The complexity was heightened by a diverse product range exceeding 6,600 SKUs, where stock-outs were leading to elevated warehousing and holding expenses.
Solution:
To address this challenge, a specialized forecasting solution was engineered, leveraging both machine learning and deep learning algorithms. These techniques were combined in an ensemble approach to achieve superior accuracy over traditional time-series forecasting methods, offering a strategic advantage in inventory management and sales forecasting.