Machine-learning for real-time and secure analysis of digital metrics

A system, comprising:

• one or more processors coupled to non-transitory memory, the one or more processors configured to:
• generate a metric for each digital identity profile in a set of digital identity profiles, the metric indicative, for each of the digital identity profiles, of one or more electronic activities performed by a corresponding user;
• identify a subset of the set of digital identity profiles for which the metric falls below a threshold;
• input the subset of digital identity profiles to an artificial intelligence (AI) agent to generate, for each digital identity profile in the subset of digital identity profiles, a set of transitional elements, the AI agent configured to receive, as input, digital identity profiles and provide, as output, transitional elements corresponding to digital identity elements in the digital identity profiles received as input, the AI agent trained using training data comprising digital identity profiles in which the metric changed from being below a threshold in a first time period to being above the threshold in a second time period subsequent to the first time period;
• and
• transmit, to one or more computing devices identified in the subset of digital identity profiles, one or more electronic messages to enhance network security.

A non-transitory computer-readable memory storing instructions that, when executed by one or more processors, cause the one or more processors to perform operations comprising:

• generating a metric for each digital identity profile in a set of digital identity profiles, the metric indicative, for each of the digital identity profiles, of one or more electronic activities performed by a corresponding user;
• identifying a subset of the set of digital identity profiles for which the metric falls below a threshold;
• inputting the subset of digital identity profiles to an artificial intelligence (AI) agent to generate, for each digital identity profile in the subset of digital identity profiles, a set of transitional elements, the AI agent configured to receive, as input, digital identity profiles and provide, as output, transitional elements corresponding to digital identity elements in the digital identity profiles received as input, the AI agent trained using training data comprising digital identity profiles in which the metric changed from being below a threshold in a first time period to being above the threshold in a second time period subsequent to the first time period;
• and
• transmitting, to one or more computing devices identified in the subset of digital identity profiles, one or more electronic messages to enhance network security.