A process executing on a network connected device provides distinct Internet Protocol addresses to a plurality of workload applications. The process determines that a first of the plurality of workload applications will not be providing in-situ Operations, Administration and Management (iOAM) data in packets processed by the first of the plurality of workload applications. The process receives a packet processed by the first of the plurality of workload applications. The process inserts iOAM data for the first of the plurality of workload applications into the packet.