Expertise: Data and Technology

From Complexity to Efficiency – Modernizing Data Pipelines

In the fast-paced world of investment asset management, accurate and timely data is crucial for informed decision-making. Data pipelines serve as metaphorical vehicles that facilitate the movement of data from its source to delivery points. Traditionally, investment asset management firms have relied on multiple pipelines for different data sources, resulting in complex and cumbersome processes. This paper explores the concept of modern data pipelines in investment asset management, their advantages over traditional pipelines, and best practices for their implementation.

by Andrew Jacob, CFA

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Investment Performance Is a Data Management Challenge

Investment Performance transformation projects are notoriously difficult. Why? Investment Performance is, at its core, an enterprise data function in disguise. Its role in enterprise data management is so prevalent that the maturity with which a firm’s Investment Performance function manages this data functions is typically a bellwether for the operational efficiency of the firm generally. Performance and analytics, done well, consume an astounding array of internal, external sources and often a combination of the two. In addition, you’ll be hard pressed to find any department in the firm that doesn’t want to consume its outputs and scrutinize its conclusions. Investment Performance transformations are difficult because they necessarily require evolution for the firm’s enterprise data assets and can impact nearly every department.

by Laurie Hesketh, CIPM, PMP

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The Cost of Reactive Controls

In today’s investment operations, errors are an unfortunate fact of life, and asset managers must have a comprehensive controls framework in place to manage them effectively. However, when an error occurs, the tendency for most firms is to react by implementing manual controls rather than taking a holistic approach to assessing their overall framework. This reactive approach can lead to an over-saturation of controls, resulting in lost productivity, increased costs, and an increased risk of human error. In this paper, we explore some of the hidden costs of manual controls and identify four key risks that firms should consider when implementing a new control.

by Jill Stassel, Senior Consultant

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Nine Trends Defining Financial Data Management in 2023 and Beyond

While it’s impossible to know exactly what to expect for the future of the data management and governance industry, research and experience combine to yield what we believe will be the top trends over the coming years. These trends will shape the technology, operations, and performance of nearly every firm in the investment industry in some way.

by Andrew Jacob, CFA, Senior Consultant

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4 Mistakes When Implementing a Data Catalog

Building and implementing a data glossary are two common goals for many investment firms in their annual strategy setting. But what happens when you rush into it without proper planning? Four common mistakes can occur which can hamper your development or make the final product irrelevant. This paper will discuss these missteps and offer prevention strategies.

by Andrew R. Jacob, CFA, Senior Consultant

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Automation: Taking Back Control From Excel and Email Anarchy

If your firm relies on homegrown tools like Excel and email to coordinate tasks, track status and transfer information, your business could be at risk of inefficiencies, or much worse. Here, we explore how business process automation can transform your operating model.

by Mick Cartwright, CIPM, Managing Director
Tim Jager, Senior Manager
Byron Derti, Analyst

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Market Data Contracts – Managing the Invisible Fence

Market data is like a river that flows through an investment firm’s landscape, supplying the essential data to function and operate competitively. Exchanges and vendors that own and provide this data often charge a premium due to its exclusive nature. The way investment firms acquire this data is via market data contracts, which may carry restrictions that seem onerous. In this paper, we will discuss the nature of these restrictions and four approaches to handling them.

by Andrew R Jacob, CFA, Senior Consultant
Jose Michaelraj, CIPM, CAIA, Manager

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The Wave of Mandatory ESG Financial Disclosures Has Begun. When Will the Wave Hit the U.S.?

Over the past two years, the world has seen Environmental, Social and Governance (ESG) disclosure requirements grow at a rapid pace, and the first sets of ESG financial disclosures go into effect. Now, a trend of mandatory ESG financial disclosures has begun. From required stress tests in Q1 2022 mandated by the European Central Bank to New Zealand’s new law enshrining a global climate-related disclosure framework, 2022 will go down in history as a period of change. Here, we help investment managers understand mandated requirements and what U.S.-based companies can expect in 2022.

by Andrew R. Jacob, CFA, Consultant…

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