Abstract: In response to receiving a user request to perform a data interaction, a search function is generated that is configured to search a database and extract data related to a user query included in the user request. The search function is run in the database to extract the data related to the user query. A navigation map is generated to perform the data interaction, wherein the navigation map comprises a sequence of webpages and information relating to one or more operations that are to be performed at each of the webpages as part of performing the data interaction.

Abstract: In response to receiving a user request to perform a data interaction, a search function is generated that is configured to search a database and extract data related to a user query included in the user request. The search function is run in the database to extract the data related to the user query. A navigation map is generated to perform the data interaction, wherein the navigation map comprises a sequence of webpages and information relating to one or more operations that are to be performed at each of the webpages as part of performing the data interaction.

Abstract: Metadata is obtained relating to a plurality of webpages and webpage elements. A machine learning model is run to determine, based on the metadata, one or more alternative webpages for a first webpage. A user request is received to perform a data interaction. In response, a navigation map to perform the data interaction is generated, wherein the navigation map includes a sequence of webpages including webpage elements and information relating to one or more operations that are to be performed using each of the webpages and the webpage elements as part of performing the data interaction. Upon determining that the first webpage that is part of the navigation map is unavailable, the first webpage is replaced in the navigation map with one of the alternative webpages of the first webpage.

Abstract: A machine learning model is run to assign one or more interaction categories to each webpage and webpage element. In response to receiving a request to perform a data interaction, a particular interaction category associated with the requested data interaction is determined. A plurality of webpages and webpage elements are determined that are assigned to the particular interaction category. A navigation map is generated to perform the data interaction, wherein the navigation map includes a sequence of webpages including webpage elements and information relating to one or more operations that are to be performed at each of the webpages and the webpage elements as part of performing the data interaction. The sequence of webpages and webpage elements are from the plurality of webpages and webpage elements that are assigned to the particular interaction category.