Abstract: A voice controlled apparatus for performing a workflow operation is described. The voice controlled apparatus can include a microphone, a speaker, and a processor. In some examples, the voice controlled apparatus can generate, via the speaker, a voice prompt associated with a task of a workflow and identify, via the microphone, a voice response received from a worker. In this regard, the voice prompt and the voice response can be a part of a voice dialogue. Further, the processor of the voice controlled apparatus can identify a performance status associated with the execution of the task, before providing a next voice prompt subsequent to the voice prompt. In this aspect, the performance status can be identified based on analyzing the voice dialogue using a machine learning model. Furthermore, the voice controlled apparatus can generate a message including a suggestion to improve the performance status of the task.