CPC G06F 8/65 (2013.01) [G06F 18/23 (2023.01)] | 17 Claims |
1. A method for managing a client environment, comprising:
monitoring, by an upgrade management agent, the client environment for an application abstention by a plurality of client devices of the client environment, wherein the plurality of client devices comprises a client device;
in response to the monitoring, obtaining device configuration information for the plurality of client devices;
applying a relational analysis to the device configuration information to obtain a normalized context reference for the application abstention corresponding to the plurality of client devices;
performing a clustering algorithm on the normalized context reference to generate a processed client intent dataset;
obtaining, after performing the clustering algorithm, a notification for a second application abstention by the client device;
in response to the notification, performing an intent analysis on the client device using the processed client intent dataset to determine a set of reasons for the second application abstention;
comparing the set of reasons to an upgrade coverage dataset;
identifying, based on the comparing, a set of solutions corresponding to the set of reasons;
generating, based on the comparing, a specialized upgrade notification based on the set of solutions; and
issuing the specialized upgrade notification to the client device.
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