The money was stolen while two unarmed guards were in the process of restocking ATMs.
Pol Colonel Krissana Pattanacharoen said the guards should have requested police support because they were unarmed.
National police chief General Chakthip Chaijinda instructed Pol General Panya Mamen to supervise the investigation.