An application management service may be used to determine which agents of an application need to be installed and/or licensed on one or more smart sensors. The application management service may determine which agents are associated with a given application and may determine which agents are currently installed and/or licensed on the one or more smart sensors. The application management service may determine which agents are not currently installed or licensed on the one or more smart sensors and that are associated with the application and may cause those agents to be installed or licensed on the one or more smart sensors.