| CPC G06F 11/1464 (2013.01) [G06F 16/2358 (2019.01)] | 18 Claims |

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1. A method for managing a client environment, the method comprising:
obtaining a notification for an auto-generated service request, wherein the auto-generated service request is associated with an issue with the client environment,
wherein the auto-generated service request is generated based on a criticality and a tolerance value of telemetry information associated with an alert, and
wherein the alert corresponds to the issue with the client environment;
in response to the notification:
obtaining metadata associated with the auto-generated service request;
analyzing the metadata to extract pattern information;
comparing the pattern information to a service request pattern database;
making a determination, using the service request pattern database, that a recommendation is associated with the pattern information; and
based on the determination, performing a remediation action associated with the recommendation.
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