Artificial Intelligence & Machine Learning
80 white papers and resources
Artificial Intelligence & Machine Learning
AI in banking and risk management
The financial sector is abuzz with the potential of generative artificial intelligence (GenAI) to revolutionise risk management. This Risk.net special report dives into some of the latest trends and use cases that are transforming this critical function for banks.
Three key drivers of middle-office outsourcing
This white paper examines the growing trend of middle-office outsourcing among asset and fund managers, driven by operational efficiency and cost control. Insights from Hedgeweek’s May 2023 report show that 60% of hedge funds outsource back-office tasks, with 40% outsourcing middle-office functions…
CP+ unveiled: accurate, real-time pricing for global credit and rates markets
Bond markets lack transparency, making it difficult for investors to value bonds and compare prices. This can lead to overpaying or missed opportunities. CP+, a real-time pricing tool for bonds, addressees these challenges by offering data on more than 290,000 bonds and integrating with trading…
Real estate loan origination and monitoring with a macroeconomic-coherent Monte Carlo approach
The paper aims to show how Monte Carlo simulations based on economic scenarios can improve a sector such as real estate, which can be profitable for banks and other financial institutions, but also very risky.
Can financial firms grasp the AI opportunity?
Artificial intelligence (AI) has the potential to transform financial firms’ efficiency, insight and competitiveness. Many organisations already make use of predictive AI in areas such as fraud detection or customer communications. But the launch of generative AI tools has created an explosion of…
Prometeia’s LLM/GenAI Validation Framework
The whitepaper introduces Prometeia's LLM/GenAI Validation Framework, which is a method to validate generative AI models for financial applications.
Driving a modern operational resilience program
Strengthen your operational resilience processes, meet pertinent regulatory requirements in this space, and enhance business continuity practices with the help of high-performance GRC technology.
Stress-testing and capital adequacy in banking: tackling technology challenges
This article builds on the discussions held in a Chartis and Appian webinar, which covered how banks have sharpened their focus on stress tests. These tests, varying in methodology and scope, rely on extensive data from various business lines and asset classes. However, smaller banks still lack…
Tackling credit risk in turbulent times
In September and October, Risk.net surveyed 58 chief risk officers from a mixture of banks and insurers across the Asia-Pacific region on the credit risks they face in the current environment and how they manage them. The survey, sponsored by Boston Consulting Group, found spiralling inflation,…
Can ChatGPT unlock better investment portfolio selection?
This white paper explores the potential uses of generative artificial intelligence (AI) models, such as ChatGPT, for investment portfolio selection. We use ChatGPT to obtain a universe of stocks from the S&P 500 market index that are potentially attractive for investing. We compared various…