Invention Grant
- Patent Title: Optimized hardware product returns for subscription services
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Application No.: US17659904Application Date: 2022-04-20
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Publication No.: US12136095B2Publication Date: 2024-11-05
- Inventor: Bijan Kumar Mohanty , Dhilip Kumar , Sujit Kumar Sahoo , Hung Dinh
- Applicant: Dell Products L.P.
- Applicant Address: US TX Round Rock
- Assignee: Dell Products L.P.
- Current Assignee: Dell Products L.P.
- Current Assignee Address: US TX Round Rock
- Agency: DALY, CROWLEY, MOFFORD & DURKEE, LLP
- Main IPC: G06Q30/00
- IPC: G06Q30/00 ; G06N3/08 ; G06Q30/012 ; G06Q30/014

Abstract:
In one aspect, an example methodology implementing the disclosed techniques includes, by a product subscription service, receiving information regarding a hardware asset being returned at an end of a subscription and predicting, using a first machine learning (ML) model, whether the hardware asset has reached EOL. The method also includes, responsive to predicting that the hardware asset has reached EOL, creating, by the product subscription service, a work order to dispatch an eco-partner. The method may further include, by the product subscription service, responsive to predicting that the hardware asset has not reached EOL, predicting, using a second ML model, one or more new subscription orders matching the hardware asset and recommending the one or more matching new subscription orders as possible fits for the hardware asset.
Public/Granted literature
- US20230342787A1 OPTIMIZED HARDWARE PRODUCT RETURNS FOR SUBSCRIPTION SERVICES Public/Granted day:2023-10-26
Information query