Abstract: Aspects of the subject disclosure may include, for example, obtaining a request for a communication service including a voice call, determining, based on the obtaining of the request, that an artificial intelligence (AI) agent is to support the communication service, and embedding, based on the determining, at least a first AI agent within a resource of a communication network to provide support for the communication service. Other embodiments are disclosed.

Abstract: Systems and methods to automatically classify records managed by a collaboration environment are described herein. Exemplary implementations may perform one or more of: obtain model training information including model training input information and training output information, the training input information including a subset of work unit information included in records, the training output information including hierarchical information and/or clustering information included in records; train a machine learning model based on the model training information to generate a trained model configured to output classifications within hierarchies and/or clusters; store the train model; and/or other operations.

Abstract: Systems and methods to automatically classify records managed by a collaboration environment are described herein. Exemplary implementations may perform one or more of: obtain model training information including model training input information and training output information, the training input information including a subset of work unit information included in records, the training output information including hierarchical information and/or clustering information included in records; train a machine learning model based on the model training information to generate a trained model configured to output classifications within hierarchies and/or clusters; store the train model; and/or other operations.

Abstract: Systems and methods herein describe accessing a set of feature flags, a first feature flag in the set of feature flag describing vehicle navigation behavior on a routing graph, the routing graph representing the roadway, associating the set of feature flags with a vehicle, applying the associated set of feature flags to a graph traversal algorithm to generate a modified graph traversal algorithm, generating the route using the modified graph traversal algorithm; and transmitting instructions to the vehicle to begin executing the route.

Abstract: Systems and methods herein describe accessing a set of feature flags, a first feature flag in the set of feature flag describing vehicle navigation behavior on a routing graph, the routing graph representing the roadway, associating the set of feature flags with a vehicle, applying the associated set of feature flags to a graph traversal algorithm to generate a modified graph traversal algorithm, generating the route using the modified graph traversal algorithm; and transmitting instructions to the vehicle to begin executing the route.