A system, in response to determining that a query is associated with at least two different subject matter areas, selects, from a KM registry comprising information about a plurality of specialized KMs, at least a first specialized KM and a second specialized KM. The system transmits at least a portion of the query associated with a first subject matter to the first specialized KM for processing. The system obtains a first response from the first specialized KM. The system transmits the first response from the first specialized KM and at least another portion of the query associated with a second subject matter to the second specialized KM, such that the second specialized KM processes the query informed by the first response. The system generates an output response based at least in part on a response from the second specialized KM.