Witch formed during Zambia's post-independence golden days, but by the late 1970s, economic collapse and increasing government authoritarianism saw WITCH—like most Zamrock bands, playing daytime shows to avoid curfews—fading away. This prompted Jagari to leave the band and pursue his career as a teacher.
After Jagari's departure, WITCH recruited Patrick Chisembele and Christine Jackson as lead vocalists. During this time, the band moved away from rock, and towards disco music. After the departure of Patrick Chisembele and Christine Jackson, WITCH's sound again shifted, now to further incorporate elements of Zambian music. This later iteration, led by Chris Mbewe, largely played kalindula music, exemplified in tracks from this era such as "Janet" and "Nazingwa".
After the mid-1980s, the band faded into obscurity and stopped playing live until 2012, when Chanda was invited to the US to revive the band. As of 2013, WITCH are touring again, with the new lineup including Jagari, alongside new members from the Netherlands, Germany, and Switzerland. The band's previous discography has also been re-released digitally and on vinyl. Since 2006, the group's music has been featured on several compilation albums curated by international tastemakers including Rolling Stone, Rough Trade, and Now-Again Records; Now-Again has included WITCH on multiple releases including the popular compilation Welcome to Zamrock!.
In 2023, the band released the album Zango, their first studio album in nearly 40 years.