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SUMMARY A modern Target Operating Model in investment management is no longer a “nice to have” but a necessity in an increasingly competitive, data-driven, and highly regulated landscape. Firms cannot cut their way to success in the marketplace as technological innovation and operational efficiency is the source of future outperformance relative to peers. Firms who
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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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Silos to Solutions: The Data-Driven Approach to Front-to-Back Transformation
For the past decade, the market seemed to be racing away from multi-vendor best-of-breed implementations towards everyone implementing some type of Front-to-Back solutioning. As discussed in more detail earlier in this series, the primary reason was to reduce costs by simplifying the entire end-to-end process. Their adoption hasn’t occurred at the pace everyone initially thought
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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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Change Management: Forgotten? Afterthought? Or Strategic Investment for Success?
INTRODUCTION The significance of change management cannot be overstated in today’s evolving business landscape. Do you genuinely value change management? How do you effectively drive change? What strategies do you employ to ensure success? Often, organizations miss the crucial opportunity to integrate change management at the optimal stage of their projects. When the tide of
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The Front-to-Back Operation Movement in Investment Process: Evolution and Integration
In recent years, the asset management industry has undergone a noteworthy evolution towards a “Front-to-Back” (F2B) movement. While this concept is not entirely new, it has historically been dominated by a single provider for over a decade. The primary driving force behind this evolution is the realization among Asset Managers that their legacy fee structures
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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