Artificial Intelligence & Machine Learning
82 white papers and resources
Artificial Intelligence & Machine Learning
Increasing trust to artificial intelligence in finance: AI model validation framework
This paper highlights the risks of using AI in financial applications and provides significant motivations for having an AI validation framework to control and eliminate those risks
Adapting to economic uncertainty: Internal audit's journey
In this report, internal auditors in different sectors have shared their experiences and strategies, providing valuable insights for others facing similar challenges. I extend my appreciation to the internal audit professionals who contributed their expertise and insights to this report. I also…
Banks, asset managers look to vendors for T+1 support
This whitepaper focuses on the upcoming move in the US to T+1 (next-day settlement) of broker-dealer-executed trades. The paper explores what the move means to market participants, where they are in their projects in compliance with the new rules, the specific business processes they expect to be…
The Playmakers: risk management's role in the new frontier of business agility
This white paper discusses the role of risk management in creating the organisational context, capability and connectivity that builds the muscle of business agility
The case for modularity and interoperability
This report, produced by WatersTechnology and Broadridge, investigates the extent to which firms have optimized their entire trade lifecycles, the structure, challenges and interoperability of their front-office systems, and what they most value when looking to partner with a third-party trading…
Integrating ECL onto a stress testing platform: portfolio composition
This white paper produced by FRG addresses how to grow a portfolio that is internally consistent with a stress scenario. Download this white paper to learn more about several factors financial institutions must consider when integrating the expected credit loss (ECL) process onto a stress test…
ESG strategies special report
This Risk.net special report sponsored by SAS features a series of articles that reflect on the latest initiatives for consistent standardised global frameworks for measuring ESG, consider the methodologies investors are using to make measurable progress for people and the planet, and discuss some…
Integrating ECL into stress testing platform: credit risk characteristics
This Financial Risk Group white paper, authored by Jonathan Leonardelli, director of business analytics, examines how credit loss in the expected credit loss process can leverage changes in the credit risk profile of a portfolio during a stress scenario.
Integrating ECL Onto A Stress Testing Platform: Scenarios
This white paper examines technological and methodological strategies to help to produce stress testing expected credit loss values that comply with IFRS 9 as well as CECL Standards for your financial institution.
Reading Between the Fines: A Deep Dive into Financial Institution Penalties in 2022
Fenergo’s latest research report on financial institution penalties in 2022 is available now. Key analysis shows that fine values in the Asia-Pacific region were just 0.77% of what they were in 2021. Read the report to find out about the biggest actions from the past year, key trends driving…