It was mixed by Jaz Coleman, vocalist and frontman of English post-punk band Killing Joke.

[1] The second track, "Lovesick" was mixed by Flood who produced the band's second and third albums, Belief and Showtime as well as the previously mentioned Ebbhead.

The third track, "Come Alive" was mixed by Alan Wilder of Depeche Mode, who would eventually be drafted in to co-produce Ebbhead.

Barry Adamson was the bassist for Howard Devoto's Magazine and Nick Cave and the Bad Seeds while PK is an engineer/producer who has worked mainly for Mute Records on various Depeche Mode and Flood projects.

AllMusic gave As Is a positive review, lauded the EP's cohesion despite the different producers, and concluded: "As Is sees Nitzer Ebb at the height of their abilities.