Achieving Maximum Profit! Operating Forecast for New Pachinko Machines Utilizing AI

You can understand future situations from past data! Predictions for pachinko machine payouts.

In the pachinko industry, customer attrition is accelerating due to structural issues (such as the removal of high-risk machines, measures against gambling addiction, and the ban on smoking in stores) and the impact of the COVID-19 pandemic, in addition to the digital shift. The limits of management based on experience have been reached, necessitating new approaches. Specific initiatives: 1. Extracting data with high correlation to operational data based on the provided data. 2. Predicting the performance of new machines before their introduction using national data and machine-specific specification data (evaluating appropriate purchase machines). 3. Forecasting two weeks' worth of performance based on two days of machine-specific operational data from new machine sales (understanding the appropriate number of machines to install). After implementation, the error in the operational forecast for new machines over three days, which had previously been as high as 30% even for veterans, improved to just about 10%. This has enabled a method that does not rely on human input and contributes to appropriate investment decisions. *For more details, please refer to the PDF document or feel free to contact us.

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