ISDA & SIFMA AMG Collateral and Liquidity Management 2025: Key Takeaways

The ISDA & SIFMA AMG Collateral and Liquidity Management Conference brought together industry leaders to discuss the evolving landscape of collateral management, liquidity, and regulatory compliance. Conversations centered on the impact of treasury clearing, the need for resilient collateral strategies, and the knowledge gaps in repo collateral management. The consensus? Firms must embrace automation, efficiency,

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Achieving Clarity Through a Total Fund View

The Challenge of Limited Visibility Leadership is difficult even in ideal conditions. Now imagine stepping in as a new Chief Investment Officer (CIO) at a pension fund or endowment, tasked with overseeing all asset classes, only to discover that visibility into total fund exposures is fragmented, delayed, or buried across disparate systems. CIOs and investment

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Applying Machine Learning Techniques in Investment Performance: Uncovering Heuristics to Decipher Data Quality Checks

PREFACE Jose Michaelraj CIPM, CAIA, a Senior Manager at Meradia, specializes in optimizing performance operations and technology for asset managers, asset owners, and custodians. With deep expertise in modern data management techniques, Jose has reorganized performance processes, assessed attribution platforms, and developed a pattern recognizing validation tool. Jose frequently writes about bridging business needs with

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The Customization Conundrum: Navigating the Challenges of OTC Derivatives

In the ever-evolving world of finance, over-the-counter (OTC) derivatives are the hidden gems within portfolios of savvy managers, offering both complexity and opportunity. Initially developed to meet specific hedging needs, OTC derivatives have grown significantly in both volume and importance, now playing a crucial role in global finance. These instruments offer the unique ability to

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Process Based Attribution: Getting to the Heart of Value Add

INTRODUCTION Our previous papers in the asset owner series dealt with a variety of topics in the performance value chain. The first paper discussed valuation challenges posed by higher allocations to private markets, external asset management, and managing multiple books of record. Our second explored multiple return methodologies to provide meaningful performance returns. In the

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Navigating Consolidation and Technological Integration in Financial Services

In the ever-evolving landscape of financial services, the industry is increasingly adopting the approach of acquisitions and advanced technological integration. These trends, driven by a multitude of factors, have profound implications for the industry by altering the strategies and resources required for success in the market. Factors to Consider During Consolidation in Financial Services MARKET

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Unlocking GIPS® Compliance Benefits for Asset Owners

Introduction For asset owners, the investment performance function effectively serves the Chief Investment Officer (CIO) and Risk, both of whom have a vested interest in overseeing and optimizing the fund’s total performance and maintaining a cross-asset class view. The lack of access to complete and reliable data from asset class silos can hinder cross-firm evaluations

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Balancing Art and Science: Returns & Benchmarking Processing for Asset Owners

In the first paper of our asset owner series, we explored the unique business drivers, valuation methodologies, and considerations for private market and external manager processing. Now, in our second installment, we shift our focus to returns and benchmarks.
Asset owners often invest across a diverse mix of private and public market asset classes. But should the same return methodology be applied to both the asset class and the total fund level? Are there acceptable deviations?
Sophisticated benchmarking capabilities are essential for accurately consolidating returns at the total fund level. The complexities of substitution and benchmark specific overrides present challenges driven by various underlying factors. What are these factors, and how can best practices help overcome these challenges? Read on to discover our perspectives and practical solutions

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