Artificial Intelligence & Machine Learning
77 white papers and resources
Artificial Intelligence & Machine Learning
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 like 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…
The move to T+1: this time is different
This white paper, created by Broadridge, outlines its NYFIX Matching solution, which offers a tailored road map, leveraging robotic process automation and artificial intelligence, ensuring a smooth transition. As the industry braces for T+1, this move also positions organisations to future-proof…
Safeguarding the future: ensuring cyber security in hedge funds
This paper explores the increasingly complex cybersecurity threats facing hedge funds and asset managers, including real-life case study examples, and reveals why a multi-faceted cybersecurity approach is needed to keep pace with emerging risks.
Navigating the adoption of generative AI
This white paper, created by Xoriant, focuses on generative artificial intelligence (GenAI) and its potential to transform how financial services firms operate, make business decisions and innovate. GenAI – models developed to generate high-quality text, images and other content – has the…