We report the draft genome sequence of Mycobacterium asiaticum strain DSM 44297, a tropical mycobacterium seldom responsible for human infection. The genome of M. asiaticum has a size of 5,935,986 bp, with a 66.03% G+C content, encoding 5,591 proteins and 81 RNAs.