system

Abstract

We provide the system. [Solution] Means for collecting data on past sales information, weather information, competitive information, and information from consumer social interaction media, A means for preprocessing the aforementioned information to generate a consistent set of data, A means for predicting supply and demand using a generative model based on the aforementioned data set, An output device for visualizing the supply and demand forecast results, A recommendation generation device that generates recommendations for inventory management or production planning based on the aforementioned supply and demand forecast, The device for visualizing the supply and demand forecast results includes means for displaying demand fluctuations and inventory risk on a portable video device, A system that includes this.

Claims

1. Means for collecting data on past sales information, weather information, competitive information, and information from consumer social interaction media, A means for preprocessing the aforementioned information to generate a consistent set of data, A means for predicting supply and demand using a generative model based on the aforementioned data set, An output device for visualizing the supply and demand forecast results, A recommendation generation device that generates recommendations for inventory management or production planning based on the aforementioned supply and demand forecast, The device for visualizing the supply and demand forecast results includes means for displaying demand fluctuations and inventory risk on a portable video device, A system that includes this.

2. The system according to claim 1, wherein the recommendation generation device generates instructions based on the supply and demand forecast results and past behavioral patterns.

3. The system according to claim 1, wherein the output device visualizes the supply and demand forecast results in graphs and charts, and dynamically provides demand information on a portable display device.

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