Insight Search Search Submit Sort by: Relevance Date Search Sort by Relevance Date Order Asc Desc Whitepaper February 9, 2026 ML and Variance Bias Tradeoff Explore how bias and variance impact machine learning models in risk management and how institutions can balance both to build accurate, reliable ML solutions. Survey March 7, 2025 Ai Trends and Future Impact Industry Adoption & Insights Explore AI’s transformative impact—innovation, governance, and industry insights shaping the future. Whitepaper September 30, 2024 Leveraging Active Learning for Efficient Training of Machine Learning Models with Limited Labeled Data Learn how Active Learning reduces labeling efforts, boosts model accuracy, and enhances business outcomes with minimal manual input. Discover real-world applications and ROI. Client Story February 6, 2023 Global Multimedia Organisation Transforms Sourcing and Procurement Function and Saves Millions In many organisations the procurement function is thought of purely as an administrative function and cost center, but addressing opportunities in this area offers a chance to add significant value to the organisation. Investment and focus on the procurement function can enhance business outcomes, improve the bottom line and help manage risk, especially during periods of rising inflation and… Newsletter December 11, 2024 Managing Organisational Blind Spots and Disruption The topics of organisational blind spots and industry disruption continue to command interest in the boardroom. Recent events hosted by Protiviti offer additional insights on these important topics.In October, Protiviti hosted two events attended by more than 700 directors and senior-level executives to discuss organisational blind spots and industry disruption. Prior issues of Board Perspectives… Insights paper March 20, 2024 Mastering Data Dilemmas: Navigating Privacy, Localisation and Sovereignty In today's digital age, data privacy management is paramount for businesses and individuals alike. With the ever-changing regulatory landscape surrounding data protection, organisations must adapt swiftly to ensure compliance and maintain trust with their customers and stakeholders. However, both data sovereignty and localisation play an important role in privacy, as discussed in a previous post… Client Story June 7, 2023 Resource backfill, technology and process change drive state procurement improvements Many institutions in the public sector are faced with improving the efficiency and responsiveness of their services and operations to better serve stakeholders and the public. High turnover and lengthy recruiting cycles are creating both a loss of tribal knowledge and an influx of inexperienced resources, leading to significant delays in day-to-day operations.Our client, a state procurement group… Newsletter September 2, 2024 Implications of the Changing U.S. Regulatory Landscape Dealing with regulatory change and uncertainty continuously ranks among the top risks identified by board members and C-suite executives across the globe. Some believe that recent U.S. Supreme Court decisions will increase this risk for companies doing business in the United States, while others applaud the Court’s actions. What is happening, and what does this mean for boards and their companies? Newsletter July 13, 2023 The Metaverse: The Dawn of a New Generation of Capabilities The big picture: The metaverse has the potential to be a disruptive, expansive and transformative force, even to the point of spawning its own economy. Every board has a fiduciary duty to evaluate that potential for its company’s future. By the numbers: According to a survey of 250 global business leaders, the metaverse has the potential to dramatically alter the future of the human experience… Survey September 26, 2024 From AI to Cyber - Deconstructing a Complex Technology Risk Landscape Protiviti’s global internal audit survey 2024 highlights the challenges and technology risk trends faced by internal auditors worldwide. Download the report. Load More