Before the recording of "Office of Strategic Influence", the last time Moore and Portnoy worked together was on Dream Theater's "Awake" in 1994. Matheos was initially concerned about how Moore and Portnoy would feel about working together for the first time in eight years. Moore noted that he and Portnoy were not on bad terms, but "just weren't in touch." The two both described the experience as initially "awkward". When recording the album Portnoy had to take directions from others; he found this difficult as he was used to taking the creative lead. Moore noted that there was tension when recording the same drum part for a song more than once (in order to give Moore choice later on): "He's used to just playing the stroke once, the way he wants to," he said.