Abstract: An artificial intelligence (AI) natural language processor (NLP) and telco plan generation environment includes an AI NLP telco plan generation system communicates with a telco planner client computer system via a specialized user interface that integrates with an existing telco planner client computer system user interface. The AI NLP telco plan generation system utilizes artificial intelligence including a natural language processor (NLP) to determine a telco planner's intent and generate proposed telco subscriber plans (telco plans). Integration of the client system-to-AI NLP telco plan generation system user interface between the telco planner client computer system AI NLP telco plan generation system improves computer technology by providing a specialized user interface that enables a telco planner to configure telco plan features, feature allowances, and thresholds and enter natural language telco plan generation requests and communicate the information to the AI NLP telco plan generation system.

Abstract: A method and apparatus are disclosed for recommending business connections by receiving connection network data from multiple social networking systems defining a first plurality of entities connected to at least a first user, preprocessing a newsfeed with NLP services to identify a second plurality of entities and topics in the newsfeed, generating a business graph data structure which defines a relationships map between the first user and the first and second plurality of entities, and applying query processing services to generate a search report in response to a search query, where the search report comprises a contact panel populated with business connection recommendations from the business graph data structure which correspond to the search query, and a news panel populated with one or more newsfeed articles which correspond to the search query and which are tagged with a sentiment score and one or more entity and topic tags.