Burkholderia sp. strain RPE67 is a bacterial symbiont isolated from a field-collected bean bug, Riptortus pedestris. To understand the genetic basis of the insect-microbe symbiosis, we performed whole-genome sequencing of the Burkholderia strain, revealing an 8.69-Mb genome consisting of three chromosomes and three plasmids.