The inhabitants of Ban Na Di were casting bronze from  to 200 AD, using the lost-wax technique to manufacture bangles. Bangles made by the lost-wax process are characteristic of northeast Thailand. Some of the bangles from Ban Na Di revealed a dark grey substance between the central clay core and the metal, which on analysis was identified as an unrefined form of insect wax. It is likely that decorative items, like bracelets and rings, were made by cire perdue at Non Nok Tha and Ban Chiang. There are technological and material parallels between northeast Thailand and Vietnam concerning the lost-wax technique. The sites exhibiting artifacts made by the lost-mould process in Vietnam, such as the Dong Son drums, come from the Dong Son, and Phung Nguyen cultures, such as one sickle and the figure of a seated individual from Go Mun (near Phung Nguyen, the Bac Bo Region), dating to the Go Mun phase (end of the General B period, up until the 7th century BC).