Abstract: At least one processor may receive a string input through a user interface (UI) including a request to perform a computing function. The at least one processor may determine a query responsive to the request and query at least one database using the query, receiving a plurality of descriptions of a plurality of potentially matching applications and respective similarity scores for each respective one of the plurality of potentially matching applications in response. The at least one processor may prompt a generative artificial intelligence (GenAI) with a prompt including the plurality of descriptions and respective similarity scores and receive a response to the prompt from the GenAI indicating a most likely matching application from among the plurality of potentially matching applications. The at least one processor may launch the most likely matching application in the UI, including loading context data from the UI into the most likely matching application.