[AI Prediction Implementation Case] TSI Holdings Co., Ltd.

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last updated：Mar 30, 2023

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Promoting the use of AI in logistics management! Case study of the introduction of "Learning Center Forecast."

At TSI Holdings Co., Ltd., we outsource warehouse operations to external parties, and veteran staff manually calculate the forecasted shipping quantities necessary for organizing warehouse shifts based on their experience. Due to circumstances such as being able to shop only online during the state of emergency, shipping volumes increased several times, making forecasting difficult. After the introduction of our product, the error rate between actual shipping volumes and forecasted values improved from 42.0% with traditional manual forecasting to 16.8%, achieving a 25.2-point improvement. 【Business Challenges】 - The forecasted shipping quantities were calculated manually by veteran staff. - Due to situations like being able to shop only online during the state of emergency, forecasting became difficult as shipping volumes increased several times. *For more details, please refer to the PDF document or feel free to contact us.*

Related Link - https://inside.ai/service/learning-center-forecast…

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【Effects of Implementation】 ■ The error rate between actual shipment volumes and forecast values improved from 42.0% to 16.8%, a 25.2-point improvement. ■ Improved forecasting accuracy enabled optimization of personnel allocation in the warehouse. ■ Automating daily forecasts with AI reduced the man-hours spent on manual forecasting by 80%. *For more details, please refer to the PDF document or feel free to contact us.