As the SIMOC team transitions from Phase IV into Phase V development, we are shifting design and coding gears from a year spent principally in improving the scalability and stability of the SIMOC deployment across Google Cloud Platform coupled with several improvements to the user interface, back into an effort to more closely define the agent interactions, improving their real-world representation.