A computer program product is provided for dynamic record-level sharing (RLS) provisioning. The computer program product comprises a computer readable storage medium having program instructions embodied therewith. The program instructions are executable by a processor to cause the processor to receive, at a local system, a request to access a data set, and determine to ship the request to a receiving system. The program instructions further cause the processor to gather utilization information of at least one other system, and identify, based on the utilization information of the at least one other system, the receiving system from the at least one other system.