US 2026/0289019 A1 · LIMITING ACTIVITY BASED ON A PROFILE

Abstract

An example operation may include one or more of implementing a trained AI model to identify categories within a multidimensional space using a neural network training capability with patterns of activity risk behavior, features, and model feedback data, receiving a request to determine a category of a profile associated with a computing device, extracting features and an activity history of the profile from a database, executing the trained AI model on the features and the activity history to map the profile to a point in the multidimensional space, assigning the profile to the category based on the point in the multidimensional space with respect to a cluster corresponding to the category, and reducing an activity set within a software application when the computing device is accessing the software application based on the category. The operation may further include an AI agent performing an action related to the reduced activity set.

Claims20

Dependent claims

An apparatus, comprising:

a memory;
and
a hardware processor coupled to the memory and configured to:
extract at least one of features and an activity history of a profile from a database;
execute a trained AI model on the at least one of features and the activity history to map the profile to a point in a multidimensional space;
assign the profile to a category of a profile associated with a computing device based on a location of the point in the multidimensional space with respect to a cluster in the multidimensional space corresponding to the category;
and
reduce an activity set within a software application when the computing device is accessing the software application based on the category.

5 more elements

Dependencies are inferred from the claim text.

Limiting activity based on a profile

Life of this patent

Limiting activity based on a profile

Life of this patent

Abstract

Claims20