Computer system and method for advancing service provision and development across a continuum of subject-related service

A computer system comprising a processor and a data storage device operatively coupled to the processor, the data storage device containing portions of program code which, when executed by the processor, configure the processor to perform the following steps:

• receiving, by means of one or more network crawler modules of the computer system, at least one input message indicative of at least one subject-related keyword;
• in response to receiving the input message, obtaining, via a network, subject-related information from one or more data repositories, which are hosted by one or more network nodes and contain a plurality of data objects, wherein each of the plurality of data objects is adapted to be rendered by a network browser and wherein obtaining the subject-related information comprises:
• accessing, via the network, at least one prioritized subject-related web service, the at least one prioritized subject-related web service including an integrated search functionality,
• providing the at least one subject-related keyword to the integrated search functionality of the at least one prioritized subject-related web service,
• receiving, in response to providing the at least one subject-related keyword, a search results page from the at least one prioritized subject-related web service, the search results page including at least one identifier of at least one data object contained in the one or more data repositories,
• crawling, by means of the one or more network crawler modules, the one or more data repositories based on the at least one data object associated with the at least one identifier, wherein the crawling includes rendering, by means of at least one browser engine of the computer system, any data object subject to the crawling, and
• analyzing, by means of the computer system and using a first machine learning model, a rendered content of each rendered data object to determine subject-related information encoded in each data object, respectively,
• processing the subject-related information to determine at least one classification indicator associated with the subject-related information, the classification indicator indicative of a relevance of the subject-related information with respect to the at least one subject-related keyword using a second machine learning model,
• storing the processed subject-related information and the at least one associated classification indicator in a system database, wherein subject-related information stored in the system database is accessible for generating, by means of the computer system and using a third machine learning model, an output message for output towards one or more user terminals.