Insight Search Search Submit Sort by: Relevance Date Search Sort by RelevanceDate Order AscDesc Blogs April 29, 2022 Validation of Machine Learning Models: Challenges and Alternatives The Potential of Machine Learning (ML) to deliver value to banks has created something of a gold rush in adopting this methodology for banking applications. ML can produce immense benefits when applied to complex nonlinear problems where there is a large amount of data, particularly unstructured data. Use cases for incorporating machine learning in banking include asset management, fraud… Video November 1, 2023 Video | Financial Institution Optimises Customer Relationship Value through AI and Innovative Data Approach A financial institution needed to effectively assign its relationship managers to optimise service, balance resource workloads and maximise revenue. We helped them develop a graph data structure and algorithms in the Microsoft Azure environment to organise and analyse nested banking customer relationships.This reduced daily data processing time by nearly 96% and automated more than 90% of client… Whitepaper October 5, 2020 Private Equity and Hedge Funds: Methods of Choice for Money Laundering Threat Actors Private investment funds under management have grown over the past 25 years into a several trillion-dollar industry in the United States. In a leaked Federal Bureau of Investigation (FBI) unclassified but sensitive bulletin, the FBI concludes, with high confidence,[1] that threat actors (both financially motivated criminals and foreign adversaries) are using the private placement of funds,… Podcast July 21, 2022 Risky Women Podcast | CRA and Fair Lending: Mary Bailey Shelley Metz-Galloway, US lead of Protiviti’s regulatory compliance practice, talks with Mary Bailey, regulatory compliance expert, about the US Community Reinvestment Act and how upcoming changes to the rule should improve access to credit and have a big impact on banks’ compliance and reporting. They also take a look at the status of international efforts toward fair lending. Mary Bailey CRCM,… Whitepaper April 24, 2024 Sanctions Risk Assessment: A Key Risk Management Tool Faced with the growing complexity of the geopolitical landscape, governments have been using financial sanctions increasingly as foreign policy tools to respond to developments as wide ranging as regional conflicts and wars, terrorism, and human slavery. In today’s highly charged geopolitical environment, sanctions compliance is a focus not only for financial institutions and regulatory… Podcast April 1, 2020 Podcast- GRC Technology Perspectives Around the Globe - Netherlands This is a series of podcasts on GRC programmes and technologies, obtaining perspectives from Protiviti leaders and subject-matter experts around the world on GRC drivers, innovations and challenges in their markets. This episode features conversation with Owen Strijland, a director with Protiviti’s Technology Consulting practice based in Amsterdam. Owen offers his viewpoints on GRC developments… Podcast Transcript April 1, 2020 Transcript- GRC Technology Perspectives Around the Globe - Netherlands This is a series of podcasts on GRC programmes and technologies, obtaining perspectives from Protiviti leaders and subject-matter experts around the world on GRC drivers, innovations and challenges in their markets. This episode features conversation with Owen Strijland, a director with Protiviti’s Technology Consulting practice based in Amsterdam. Owen offers his viewpoints on GRC developments… Podcast June 27, 2022 Podcast | Building Technology and Data Enabled Capabilities Innovation, transformation and the introduction of more advanced technologies are on the agendas of most groups in an organisation today. The same certainly holds true for internal audit functions – but perhaps not at the same levels of engagement as departments such as finance and IT. In fact, the results of the latest Next-Generation Internal Audit Survey from Protiviti show that overall… Blogs April 28, 2022 U.K. Supervisory Authorities and Basel Committee Refine Operational Resilience Approaches, Align on Expectations for Firms Several Key Policies Take Effect March 31, 2022 On March 29, 2021, the Bank of England (BoE), the Prudential Regulation Authority (PRA) and the Financial Conduct Authority (FCA) issued a series of policy statements to both refine and finalise their approach to operational resilience for financial services firms. Almost concurrent with the release of the policy statements, the Basel Committee on… Survey February 3, 2021 Executive Perspectives on Top Risks for 2021 and 2030 Key issues being discussed in the boardroom and C-suiteThe range of uncertainties facing business leaders around the globe in 2021 is overwhelming.Challenges triggered by a rare airborne virus creating a global pandemic continue unfold, combined with numerous other risk issues, such as growing social unrest and polarisation, and ever-present challenges ranging from new technologies and… Load More