Kopsia rajangensis grows as a shrub or small tree up to 5 metres (20 ft) tall. Its flowers feature a white corolla. The tree is found in hill forests. The specific epithet rajangensis refers to the Rajang River in Sarawak, Malaysia, site of the species' discovery. K. rajangensis is endemic to Borneo and confined to Sarawak.