the Indonesian operations of an international insurance company identified fraudulent losses and discrepancies through internal audit but could not establish the full extent of the loss. using advanced analytics to analyse data over a decade, a significantly large number of policy holders were detected with anomalous claims. as a result of data analytics, the problems were identified and solved, along with systems to monitor accounting and claims processing thereafter.