Systems and methods for providing workspace configuration recommendations in hoteling environments are described. In an embodiment, an Information Handling System (IHS) may include a processor and a memory coupled to the processor, the memory having program instructions stored thereon that, upon execution, cause the IHS to: receive telemetry data from a plurality of client IHSs, where the telemetry data comprises integrated device data and workspace device data. The program instructions may, upon execution, further cause the IHS to identify, for a client IHS, a workspace configuration recommendation usable in a selected one of a plurality of workspaces based, at least in part, upon the telemetry data, and to transmit an indication of the recommendation to the client IHS.