Even as banks automate some financial crime compliance chores, human labor constitutes a majority of the cost of fighting financial crime.
That is among the top findings of an annual survey of U.S. financial institutions conducted in May and June by the global market research firm KS&R. LexisNexis Risk Solutions, which provides data sources and technology to help banks fight financial crime, commissioned the survey, but KS&R did not identify the company as the sponsor of the research when conducting interviews.
The survey covered a wide range of financial crime compliance functions, including know-your-client due diligence, anti-money-laundering regulations, and sanctions and screenings for politically exposed persons. The laws governing these functions include the Patriot Act and the Bank Secrecy Act.
One reason automation has not taken over the financial crime compliance function for financial institutions has to do with the data that feeds those systems, according to Eric Young, senior managing director at the consulting firm Guidepost Solutions.
"Machine learning and AI need to have data integrity to analyze true and accurate data fed from multiple legacy, front office and other systems, which do not always or often talk to each other," Young said. "Financial institutions are typically the amalgamation of multiple mergers and acquisitions still using legacy deposit, loan and trading systems. Therefore, they have to invest to ensure data from all these legacy systems are first cleansed and regularized or reformatted to accurately feed to machine learning systems and AI."
Cleansing and coding that data still requires humans, Young said, and humans are also the ultimate deciders in determining whether suspicious activity reports are warranted.
Financial crime compliance costs continued to rise this year, but at a slower rate than in previous years despite recent regulation that drastically changed banks' anti-money-laundering efforts. Young said part of the explanation is that banks have not yet been spurred by major enforcement actions.
"The costs will spike significantly once the first and second major enforcement actions against the banks, and nonbanks and suppliers, are publicized," said Young, who was formerly chief compliance officer at BNP Paribas Americas, Royal Bank of Scotland and S&P Global ratings, and who is an adjunct professor at Fordham University. "That might not happen for another year or two. But like the sun rising, the sanctions enforcement actions will happen and the cost of compliance will magnify."
KS&R interviewed 121 people at U.S. financial institutions who oversee some financial crime compliance functions, such as know-your-customer remediation, sanctions monitoring, financial crime transaction monitoring, or compliance operations. Organizations included in the survey included banks, investment firms, asset management firms and insurance firms. KS&R also interviewed 29 decision makers at equivalent Canadian firms, but all results reported here regard U.S. firms.