Machine learning and NLP top regtech tools
Micro-prudential reporting and risk assessment are main regtech applications
Machine learning and natural language processing (NLP) are the most popular types of regtech tools used by central banks, though most central banks have yet to employ them.
Of the 33 respondents to the Fintech Benchmarks 2022, just over a third said their institution is deploying regtech tools.
Machine learning and NLP were used by 58% and 50% respectively of the 12 central banks using regtech. Less common was blockchain (17%) and cloud computing (17%). ‘Other’ types of regtech tools were
Only users who have a paid subscription or are part of a corporate subscription are able to print or copy content.
To access these options, along with all other subscription benefits, please contact info@centralbanking.com or view our subscription options here: http://subscriptions.centralbanking.com/subscribe
You are currently unable to print this content. Please contact info@centralbanking.com to find out more.
You are currently unable to copy this content. Please contact info@centralbanking.com to find out more.
Copyright Infopro Digital Limited. All rights reserved.
As outlined in our terms and conditions, https://www.infopro-digital.com/terms-and-conditions/subscriptions/ (point 2.4), printing is limited to a single copy.
If you would like to purchase additional rights please email info@centralbanking.com
Copyright Infopro Digital Limited. All rights reserved.
You may share this content using our article tools. As outlined in our terms and conditions, https://www.infopro-digital.com/terms-and-conditions/subscriptions/ (clause 2.4), an Authorised User may only make one copy of the materials for their own personal use. You must also comply with the restrictions in clause 2.5.
If you would like to purchase additional rights please email info@centralbanking.com
More on Fintech
BIS and World Bank find central banks split over retail CBDCs
Study says many institutions see value in launching fast payments systems first
Bank of Uganda launches investigation into $17m ‘hack’
Central bank declines to comment on millions of dollars reportedly stolen via diverted payments
Working group minutes: central banks weigh CBDC design choices
Central bankers discuss CBDC design elements, adoption rates and cross-border payments
Fintech Benchmarks 2024 – model banks analysis
Data reveals how advanced and emerging economy central banks structure their fintech functions
Fintech Benchmarks 2024 report – the promise and threat of AI
Data reveals how central banks are developing CBDC, tapping into AI tools and using cloud services
Most central banks’ cloud services are software-focused
Operational environment is largely hybrid and public, while access to server is often domestic
Fintech employees trained in AI in just over one-third of central banks
Senior management staff are least trained across jurisdictions
AI being adopted in over half of central banks
Supervision, document automation, data analysis and research are primary areas of use