Inventors:
- San Jose CA, US
Harish Kumar Krishnasamy - San Francisco CA, US
Dineshbabu Bhoopalan - Fremont CA, US
SureshKumar Karuppuchamy - San Jose CA, US
Syed Musthafa Sikkander - San Jose CA, US
Ravneet Kaur - San Jose CA, US
Charles Douglas Watkins - San Jose CA, US
Balasubramanian Jayamani - San Jose CA, US
International Classification:
G06Q 30/06
G06Q 10/08
G06N 20/00
G06K 9/62
Abstract:
Systems and methods for providing warehousing services that utilize a machine learning model are provided. The system trains a machine learning model with training data comprising item attributes and transaction locations extracted from past transactions for each item category to identify a plurality of transaction zones where each item category has a highest probability for selling. Subsequently, the system receives a warehouse request to warehouse inventory in a remote location. At least one transaction zone is determined based on item attributes of the inventory by applying the trained machine learning model. Based on the determined at least one transaction zone, the system determines one or more warehouse spaces that satisfy a spacing requirement for the inventory and causes presentation of the warehouse recommendation. The warehouse recommendation can indicate the one or more warehouse spaces.
