How did Umios automate sales planning from 'data quality issues' to '95% prediction accuracy'?

AI Summary

Umios, formerly known as Maruha Nichiro, automated its sales planning process, which previously took around 4,200 hours annually. The company addressed inconsistent input rules across its branches to improve data quality and achieve a prediction accuracy of 95%.