1. A system for custom-fitting a service solution to consumer requirements, comprising: a service consumer module including a conversational interface interacting with a consumer to acquire a request for the service solution, and a service specification mining module; and a services marketplace module including a service knowledge base having a collection of service knowledge representation items, wherein the service specification mining module interacts with the conversational interface and the service knowledge base, and wherein the service specification mining module issues a query to the service knowledge base to obtain a set of the service knowledge representation items and analyzes each service knowledge representation item to determine whether a custom-fit service solution can be developed.