Systems and methods for application monitoring

A system comprising:

• one or more processors;
• and
• a memory in communication with the one or more processors and storing instructions that, when executed by the one or more processors, are configured to cause the system to:
• transmit a first threshold to a user, the first threshold associated with a first application;
• iteratively until a first response is received:
• receive data associated with a second application;
• determine, via a machine learning model (MLM) and based on the data, an updated first threshold associated with the second application;
• and
• transmit a notification to the user, the notification requesting the user provide the first response based on the updated first threshold;
• and
• maintain the updated first threshold associated with the second application.

A system comprising:

• one or more processors;
• and
• a memory in communication with the one or more processors and storing instructions that, when executed by the one or more processors, are configured to cause the system to:
• receive first data associated with a first application, the first data corresponding to a failure of the first application;
• train a machine learning model (MLM) to determine a first threshold associated with the first application based on the first data;
• retrieve second data associated with the first application, the second data corresponding to a time period prior to a start time of the failure;
• and
• determine, via the MLM and based on the second data, an updated first threshold associated with the first application.