You can understand future situations from past data! Prediction of pachinko machine outcomes.
In the pachinko industry, customer attrition is accelerating due to structural challenges (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 industry has reached the limits of management based on experience and requires a new approach. Specific initiatives: 1. Extracting data that has a high correlation with operational data based on the provided data. 2. Predicting the performance of new machines before their introduction based on national data and machine-specific specification data (evaluating appropriate purchase machines). 3. Forecasting the performance of machines for two weeks based on two days of 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 was previously as high as 30% even for veterans, improved to just about 10%. This has achieved a method that does not rely on human labor and can also contribute to appropriate investment decisions. *For more details, please refer to the PDF document or feel free to contact us.
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【Forecast Content】 ■ Out prediction for new models → Evaluation of appropriately purchased models ■ Out prediction for two weeks based on two days of operational data by model after new machine introduction → Understanding of appropriate number of machines → Decision on increasing or decreasing the number of machines 【Effect】 Prediction error based on veteran experience and evaluation sheets is about 30% ⇒ Improved prediction error to about 10% with HAMPANAI AI *For more details, please refer to the PDF document or feel free to contact us.
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For more details, please refer to the PDF document or feel free to contact us.
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Our company utilizes cutting-edge cloud and AI technologies to support companies in their digital transformation (DX). Since our founding in April 2006, we have been involved in Salesforce implementation and web development for 15 years. In recent years, we have expanded our business to meet the needs of the times, including our own AI platform "HAMPANAI AI" and Shopify development.