The Social Insurance Bank of Curaçao (SVB) reimburses healthcare providers for delivering obstetrical care (childbirth). These reimbursements are processed as claims data and meet all the requirements of an event log for process mining. This case study provides the findings of a process mining initiative applied to obstetrical care claims data in Curaçao, covering three years from 2018 until 2020.