The industry is on an sure and steady move to using compute for the complete chain of live media production processing. This evolution from dedicated hardware products provides significant flexibility yet comes with challenges relating to the precision of behavior needed to process broadcast audio and video. This presentation will outline the techniques being used for the transfer and processing of each media flow and examine the optimizations needed to ensure evolving systems are both feature-capable and fully usable.