System and method of facilitating human interactions with products and services over a network

A system comprising:

• a core component configured to perform the following steps in reconciliation loop in a streaming fashion where one or more of the steps may be performed in parallel:
• receiving a user input from a user;
• segmenting the user input;
• performing streaming automatic speech recognition on the user input;
• performing streaming large language model (LLM) or natural language processing on the speech recognized user input to generate a first output;
• communicating the first output to one or more agents;
• receiving a second output form the one or more agents;
• and
• generating a result from the second output from the one or more agents;
• and
• the one or more agents, each configured to imitate user interaction with a corresponding application over a network;
• wherein each of the one or more agents comprises:
• an intention model configured to translate a user intention into one or more actions without receiving explicit step by step execution instructions from the user;
• an interface model in communication with the intention model and configured to translate one or more requests from the intention model into a sequence of user interface (UI) actions on one or more target applications;
• and
• an action executor in communication with the interface model and configured to execute the sequence of UI actions on the one or more target applications.