This disclosure in part describes systems, devices, and methods for exchanging and processing data measures and objects to enable collaboration between systems through network interfaces. In one embodiment, multiple systems communicate with one another via a computer network using communication objects, which can reduce disconnection inefficiencies in network communication between the multiple systems. The generation, transmission, and processing of such communication objects enables an ecosystem of networked systems to dynamically be created, supported, and evolve so as to facilitate improved collaboration between organizations utilizing the networked systems. The communication objects additionally enable the communication of data between systems with a limited number of user inputs.