The Electric Light Orchestra (ELO) are an English rock band formed in Birmingham in 1970 by songwriters-multi-instrumentalists Jeff Lynne and Roy Wood with drummer Bev Bevan. Their music is characterised by a fusion of Beatlesque pop, classical arrangements and futuristic iconography. After Wood's departure in 1972, Lynne became the band's sole leader, arranging and producing every album while writing nearly all of their original material. For their initial tenure, Lynne, Bevan and keyboardist Richard Tandy were the group's only consistent members.

By ignoring the band's first two albums, the Roy Wood-dominated Electric Light Orchestra and the transitional ELO II, the 1979 singles compilation ELO's Greatest Hits presents a somewhat skewed vision of the band. Ironically, this revision has become the normative view of the band: slick, almost mechanical purveyors of undeniably catchy but somewhat soulless hit singles. "Evil Woman," "Showdown," "Turn to Stone," "Telephone Line," "Strange Magic" – anyone who was anywhere near a radio in the latter half of the '70s knows them all by heart, whether they like them or not. But ELO's Greatest Hits does a far graver disservice to the Electric Light Orchestra's oeuvre.

Unlike either its predecessor Alone in the Universe or 2001's Zoom, From out of Nowhere didn't appear after a prolonged period of silence from Jeff Lynne's ELO. It arrived in November of 2019, nearly exactly four years after Alone in the Universe, a rapid turnaround that recalls Lynne's work schedule as a bandleader and producer in the 1970s and '80s. That's not the only way From out of Nowhere conjures memories of the past. From the spaceship hovering on its record cover to the song title "Sci-Fi Woman" stirring up the ghost of "Evil Woman," the album is designed to sound and feel like an Electric Light Orchestra album from the late 1970s.