1. A method comprising: receiving, by an active virtual service, transaction data corresponding to a production computing service; generating, based on the transaction data, a production computing service model that includes a plurality of request types and confidence data that correspond to ones of the plurality of request types; and updating the production computing service model based on additional transaction data corresponding to the production computing service, wherein receiving transaction data, generating the production computing service model and updating the production computing service model are performed using a processor.