Techniques are described for controlling the process of capturing three-dimensional (3D) video content. For example a controller can provide centralized control over the various components that participate in the capture, and processing, of the 3D video content. For example, the controller can establish connections with a number of components (e.g., running on other computing devices). The controller can receive state update messages from the components (e.g., comprising state change information, network address information, etc.). The controller can also broadcast messages to the components. For example, the controller can broadcast system state messages to the components where the system state messages comprise current state information of the components. The controller can also broadcast other types of messages, such as start messages that instruct the components to enter a start state.