In October 2010 Throsby released an album of original children's songs, See!. Billed as an alternative "black sheep" children's album, See! was recorded in January of that year with long-time collaborator Dupé and included guest cameos by Darren Hanlon, J. Walker, Jack Ladder and, her mother, Margaret Throsby. It was released through ABC Music. Throsby and her band, The Hello Tigers – with Bree van Reyk on drums and percussion and Jens Birchall on cello, bass and mandolin – have performed the album as a live show at festivals in the Australian state capitals including Sydney Festival, Brisbane Festival, Adelaide Festival Centre and Melbourne Arts Centre.
From August 2010 Throsby, along with Sarah Blasko and Sally Seltmann, was a member of the vocal trio, Seeker Lover Keeper. In June 2011 their debut album was released, which had been recorded in New York with engineer Victor Van Vugt (PJ Harvey, Nick Cave) and Dirty Three's drummer, Jim White as well as van Reyk on drums. It debuted at No. 3 on the ARIA Albums Chart and achieved gold accreditation. At the ARIA Music Awards of 2011 the album was nominated for Best Adult Alternative Album.