The landscape of service provider procurement is rapidly evolving. Clients more frequently demand access to targeted expertise, and service providers correspondingly need effective mechanisms to showcase their skills. This meeting point necessitates a shift towards intelligent service provider discovery solutions that utilize data and technologies