A majority of the project has been implemented under President Ruto's regime, and the probe is set to determine whether the funds had an impact on Kenyans.
The announcement comes months after Daniel Kiptoo resigned as EPRA boss following a controversy over the alleged importation of substandard fuel.
Police are investigating an incident involving a Kenyan worker, with medical assessments expected to shed more light on the circumstances surrounding his actions.