Method, system and apparatus for autonomous message generation

An application server, comprising:

• a communications interface;
• a memory storing (i) a plurality of primary class definitions in a memory, each primary class definition including a primary class identifier and a plurality of primary class attributes, (ii) a plurality of secondary class definitions in a memory, each secondary class definition including a secondary class identifier and a plurality of secondary class attributes, and (iii) a plurality of secondary response data items in the memory;
• a processor interconnected with the communications interface and the memory, the processor configured to:
• receive a message from a client computing device via the communications interface;
• based on the content of the message, select one of the primary class identifiers, and one of the secondary class identifiers;
• select primary response data corresponding to the selected primary class identifier;
• convert the selected secondary class identifier into a vector;
• for each secondary response data item:
• (a) execute a simulation based on the vector, a predefined identity vector, and the secondary response data item, to generate a predicted client device vector;
• (b) determine a distance between the predefined identity vector and the predicted client device vector;
• and
• (c) select, as secondary response data corresponding to the selected secondary class identifier, the secondary response data item having the lowest distance;
• generate a response message by combining the primary response data and the secondary response data;
• and
• transmit the response message to the client computing device via the communications interface.