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    1. Home
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    3. >THE INTERPLAY BETWEEN DATA MANAGEMENT AND DATA GOVERNANCE
    Finance

    The Interplay Between Data Management and Data Governance

    Published by Gbaf News

    Posted on November 8, 2013

    6 min read

    Last updated: January 22, 2026

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    By Mark Johnson, Asset Control

    Recent research from Deloitte showed that 42 percent of firms do not monitor what is actually going on in their data management processes*. At the same time, 62 percent feel this is the biggest thing to improve in 2014.

    interplay between data management and data governance

    interplay between data management and data governance

    That 62 percent are right.

    Effective data management is fundamental to an effective risk management policy. Unmonitored data management is uncontrolled data management. And uncontrolled data management is uncontrolled risk management. In modern capital markets, where data management is a very real challenge, and transparency-seeking regulators are flexing their investor-protecting muscles, that’s an unsustainable position for any party to take.

    Which is why the concept of data governance is fast gaining momentum, particularly in financial services circles.

    Data governance is, in essence, a quality control discipline for assessing, managing, using, improving, monitoring, maintaining, and protecting organizational information. In other words, it’s not just about the quality of the data that feeds various operational decisions – although this is of course critical. It’s also about the way data moves through the organization, and what happens to it when its hits key touch-points. It’s about the infrastructure that ensures an organization’s IP rights are protected and managing costs effectively. Effectively addressing data governance touches on regulation, compliance and risk functions, as well as quality, accuracy and completeness of data, and structures, standards, policies and controls.

    Inevitably, firms will need the right tools for this practice, and effective data management solutions are the essential foundation on which to build data governance. These systems have already delivered exemplary levels of transparency, visibility and highly granular control over data consumption and distribution, and enable organizations to embed data management disciplines into formal technology practice. Usage and change management functions ensure that data governance benefits the organization by enabling cost control, cost allocation and contractual compliance.

    Critically they also break down the barriers between individual information silos that reside within individual business units, which makes it easier to access data and use it to serve the organization’s business goals.

    But addressing data governance is more than a technology issue. Data governance is a state of mind. It’s about having the right mentality within the organization and focusing on achieving and maintaining best practice. Firms may develop a business case for outsourcing data management, but firms still need to know how data is touched, changed, persisted and distributed throughout their operations.

    One of the major data management challenges financial institutions face is that no individual or department takes ownership of critical information and its quality and integrity. As a result, IT departments often become the owner by default. For a discipline that touches on meta data management, security policies, business process management and risk management, a central data team and solution can ensure successful data governance.

    While the road to cultural change within financial services organizations may be long, technology helps speed the journey. Centralized data management systems address much of the structural requirements of a sound data governance program by cleansing information, mapping its delivery to critical systems and measuring its consumption. With the technology in place, executives can set about implementing data governance strategies that will stick across the organization.

    *Research from Deloitte as reported by Rimes – Benchmark Data Governance: Understanding the Costs and Risks

    By Mark Johnson, Asset Control

    Recent research from Deloitte showed that 42 percent of firms do not monitor what is actually going on in their data management processes*. At the same time, 62 percent feel this is the biggest thing to improve in 2014.

    interplay between data management and data governance

    interplay between data management and data governance

    That 62 percent are right.

    Effective data management is fundamental to an effective risk management policy. Unmonitored data management is uncontrolled data management. And uncontrolled data management is uncontrolled risk management. In modern capital markets, where data management is a very real challenge, and transparency-seeking regulators are flexing their investor-protecting muscles, that’s an unsustainable position for any party to take.

    Which is why the concept of data governance is fast gaining momentum, particularly in financial services circles.

    Data governance is, in essence, a quality control discipline for assessing, managing, using, improving, monitoring, maintaining, and protecting organizational information. In other words, it’s not just about the quality of the data that feeds various operational decisions – although this is of course critical. It’s also about the way data moves through the organization, and what happens to it when its hits key touch-points. It’s about the infrastructure that ensures an organization’s IP rights are protected and managing costs effectively. Effectively addressing data governance touches on regulation, compliance and risk functions, as well as quality, accuracy and completeness of data, and structures, standards, policies and controls.

    Inevitably, firms will need the right tools for this practice, and effective data management solutions are the essential foundation on which to build data governance. These systems have already delivered exemplary levels of transparency, visibility and highly granular control over data consumption and distribution, and enable organizations to embed data management disciplines into formal technology practice. Usage and change management functions ensure that data governance benefits the organization by enabling cost control, cost allocation and contractual compliance.

    Critically they also break down the barriers between individual information silos that reside within individual business units, which makes it easier to access data and use it to serve the organization’s business goals.

    But addressing data governance is more than a technology issue. Data governance is a state of mind. It’s about having the right mentality within the organization and focusing on achieving and maintaining best practice. Firms may develop a business case for outsourcing data management, but firms still need to know how data is touched, changed, persisted and distributed throughout their operations.

    One of the major data management challenges financial institutions face is that no individual or department takes ownership of critical information and its quality and integrity. As a result, IT departments often become the owner by default. For a discipline that touches on meta data management, security policies, business process management and risk management, a central data team and solution can ensure successful data governance.

    While the road to cultural change within financial services organizations may be long, technology helps speed the journey. Centralized data management systems address much of the structural requirements of a sound data governance program by cleansing information, mapping its delivery to critical systems and measuring its consumption. With the technology in place, executives can set about implementing data governance strategies that will stick across the organization.

    *Research from Deloitte as reported by Rimes – Benchmark Data Governance: Understanding the Costs and Risks

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