CASE STUDY
Floor Space Optimization with Machine Learning
About The Client
Our client is a US-based leading beverage industry player known for its commitment to delivering quality products to a vast consumer base. They require advanced tools and solutions to maintain optimal operations with multiple manufacturing units and a complex logistics chain.
Industry | Supply Chain
Solutions | Machine Learning
Location | USA
Business Challenges
- Uncertainty in predicting the number of inventory items
- Inefficiencies in planning production or transfers
- Risk of surpassing warehouse capacity
- Unpredictable inventory fluctuations
Business Solutions
- End-to-end CI/CD-based pipeline on Azure ML for scalable and cloud-based machine learning solutions
- Statistical models like ARIMA, SARIMA, Prophet, and Deep Learning-based Time Series models like LSTM to forecast for the next seven days.
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