Customer Story
Global Logistics and Supply Chain helps restaurant clients accurately predict sales activity
Learn how 10th Magnitude helped a Global Logistics and Supply Chain company create a machine learning solution built to help clients better understand the labor needs of their restaurants.
Challenge:
As a leader in supply chain logistics for a number of restaurant chains, this global logistics and supply chain company realized that their clients were struggling to understand the labor requirements of their restaurants. Under or over-staffing a restaurant is directly related to both employee and customer satisfaction, making it a top priority for them to solve.
Solution:
Using Apache Spark, Azure Databricks, and machine learning, 10th Magnitude was able to efficiently process large amounts of data and train machine learning models to understand and predict customer sales activity in a restaurant.
Results:
10th Magnitude created a powerful machine learning solution that will allow this supplier to deliver what their restaurant clients really need – to accurately predict sales activity.
After developing and applying 10th Magnitude’s machine learning solution, restaurant managers will be able to create better and more accurate labor schedules and have a greater understanding of the sales patterns in their restaurant.
"10th Magnitude created a powerful machine learning solution that will allow this supplier to deliver what their restaurant clients really need – to accurately predict sales activity."
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