Vocalist Linda Sears, keyboardist Jeffery Vanston, and drummer Phil Gratteau also appear on several tracks.

[1][2][3][4] In a review for AllMusic, William Ruhlmann wrote: "Fans of the original Mahavishnu lineup may have expected a jazz fusion effort with Goodman's amplified violin soaring above all; instead, On the Future of Aviation contains pop-style compositions in which individual virtuosity is only a part of the overall conception... As long as listeners are willing to encounter a stimulating composer rather than the violin soloist of old, they will enjoy Goodman's return to active duty.

"[1] Spin's Richard Gehr stated that, on the album, "Goodman assembles a dramatic synthesis that recalls his past work as electric violinist for the Flock and Mahavishnu Orchestra.

"[5] Author John Schaefer praised the "stellar recording and production," and commented: "Goodman is a virtuoso violinist, and he ain't too shabby on guitar, either.

"[6] A writer for KUVO Jazz noted that the album stands "in marked contrast" to Goodman's earlier recordings, and described it as "subtle, yet complex; intricate yet understated.