Building Interpretable AI Models: A Model Risk Management Challenge

by Ushasi Sengupta & Sanjukta Dhar

A featured article of our April  2021 edition of PRMIA's Intelligent Risk quarterly newsletter

Steered by demand for automation, efficiency, and personalization and availability of intense and diversified data, financial institutions have started leveraging AI across the value chain. An IDC spending guide says that global spending on artificial intelligence (AI) is going to double over the next four years, reaching more than $110 billion in 2024. Not just in financial decision making, AI models are present across different touchpoints - customer acquisition, detection of fraudulent transactions, emotional analytics, and leveraging alternate (Alt-data) datasets associated with financial transactions. As organizations are adopting AI rapidly in various ways, the demand for nimble decisions and accuracy in machine driven complex decision-making is also growing. So does usage of black box AI systems.

Continue to Read


About the Intelligent Risk

Intelligent Risk is PRMIA's quarterly publication, bringing all PRMIA members free access to knowledge and information about risk management for financial institutions as well as current information on PRMIA chapters, committees, academic partners, news and events.

 

Individual articles from each edition are published under our members only Risk Library resources section. PRMIA is sharing select articles from the April 2021 edition with the public. Get more articles like this by joining PRMIA today.

PRMIA Membership Information 

Questions?

Contact Us


Looking to further your career?

Become a Member

Sign Up for Mailing List