Abstract: An embodiment includes a method of vocal profile generation and implementation that includes causing display of a prompt for a user that represents an input value of a processing engine. The method includes obtaining a first spoken pronunciation from the user that corresponds to the prompt. The method includes generating a vocal profile based on the first spoken pronunciation that provides a basis for interpretation of vocal input received on distributed devices. The method includes storing the vocal profile at a data storage with other vocal profiles generated for users. The method includes obtaining identifier information that indicates that the user is operating a distributed device. Responsive to the identifier information, the method includes retrieving the vocal profile and loading it onto the distributed device such that obtained vocal input is interpreted according to the vocal profile prior its communication as an input value to the processing engine.

Abstract: A method of real time monitor and control of a dynamic environment may include obtaining image data from a camera system directed towards a portion of a dynamic environment. The method may include identifying a first object and a second object in the image data. The method may include analyzing motion of the first object relative to the second object. The method may include identifying that a defined circumstance exists in the dynamic environment based on presence of a property of in the analyzed motion that exceeds an operating threshold. Responsive to the defined circumstance existing in the dynamic environment, the method may include generating a control signal that is configured to mitigate the defined circumstance and communicating the control signal to a device related to the first object such that an operational state of the first object is modified to bring the property within the operating threshold.