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[Information] How on-site personnel can start AI demand forecasting.

Practical application of highly accurate AI to achieve reductions in waste loss, stock shortages, storage costs, and optimization of personnel.

The use of "AI" as a means for demand forecasting is increasing. However, it is often perceived that utilizing this "AI" is not easy at all. In this document, we introduce "methods and examples of building highly accurate and automated AI using AI" for "practical personnel and planning departments in manufacturing, retail, and distribution industries who feel challenges with the accuracy, workload, and reliance on individuals in demand forecasting." We have summarized the content in a way that is easy to understand even for those without AI knowledge, and we hope that after reading this document, you will be able to actually utilize it as a method for demand forecasting. [Contents (partial)] ■ Understanding demand forecasting with AI ■ How to create demand forecasting AI ■ Current status and key points of AI utilization (Appendix) *For more details, please refer to the PDF document or feel free to contact us.

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Retail AI Services Chaos Map

Comprehensive AI solutions that help with demand forecasting!

In the retail industry, accurate demand forecasting is essential for optimizing inventory management and reducing lost opportunities. Particularly, predicting the demand for products that are susceptible to seasonal fluctuations, promotions, and external factors is crucial for maximizing profits. Inaccurate demand forecasts can lead to lost sales opportunities due to excess inventory or stockouts. This document introduces AI solutions that can assist with demand forecasting in the retail industry. 【Use Cases】 * Demand forecasting by product in stores * Demand forecasting for online stores * Demand forecasting for seasonal products 【Benefits of Implementation】 * Cost reduction through inventory optimization * Increased sales through maximization of sales opportunities * Improved customer satisfaction

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