Risk Governance and Data Cleansing in Oracle Fusion Kit (Publication Date: 2024/03)

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Discover Insights, Make Informed Decisions, and Stay Ahead of the Curve:



  • Is a risk assessment for the new data element included in the data governance policies?


  • Key Features:


    • Comprehensive set of 1530 prioritized Risk Governance requirements.
    • Extensive coverage of 111 Risk Governance topic scopes.
    • In-depth analysis of 111 Risk Governance step-by-step solutions, benefits, BHAGs.
    • Detailed examination of 111 Risk Governance case studies and use cases.

    • Digital download upon purchase.
    • Enjoy lifetime document updates included with your purchase.
    • Benefit from a fully editable and customizable Excel format.
    • Trusted and utilized by over 10,000 organizations.

    • Covering: Governance Structure, Data Integrations, Contingency Plans, Automated Cleansing, Data Cleansing Data Quality Monitoring, Data Cleansing Data Profiling, Data Risk, Data Governance Framework, Predictive Modeling, Reflective Practice, Visual Analytics, Access Management Policy, Management Buy-in, Performance Analytics, Data Matching, Data Governance, Price Plans, Data Cleansing Benefits, Data Quality Cleansing, Retirement Savings, Data Quality, Data Integration, ISO 22361, Promotional Offers, Data Cleansing Training, Approval Routing, Data Unification, Data Cleansing, Data Cleansing Metrics, Change Capabilities, Active Participation, Data Profiling, Data Duplicates, , ERP Data Conversion, Personality Evaluation, Metadata Values, Data Accuracy, Data Deletion, Clean Tech, IT Governance, Data Normalization, Multi Factor Authentication, Clean Energy, Data Cleansing Tools, Data Standardization, Data Consolidation, Risk Governance, Master Data Management, Clean Lists, Duplicate Detection, Health Goals Setting, Data Cleansing Software, Business Transformation Digital Transformation, Staff Engagement, Data Cleansing Strategies, Data Migration, Middleware Solutions, Systems Review, Real Time Security Monitoring, Funding Resources, Data Mining, Data manipulation, Data Validation, Data Extraction Data Validation, Conversion Rules, Issue Resolution, Spend Analysis, Service Standards, Needs And Wants, Leave of Absence, Data Cleansing Automation, Location Data Usage, Data Cleansing Challenges, Data Accuracy Integrity, Data Cleansing Data Verification, Lead Intelligence, Data Scrubbing, Error Correction, Source To Image, Data Enrichment, Data Privacy Laws, Data Verification, Data Manipulation Data Cleansing, Design Verification, Data Cleansing Audits, Application Development, Data Cleansing Data Quality Standards, Data Cleansing Techniques, Data Retention, Privacy Policy, Search Capabilities, Decision Making Speed, IT Rationalization, Clean Water, Data Centralization, Data Cleansing Data Quality Measurement, Metadata Schema, Performance Test Data, Information Lifecycle Management, Data Cleansing Best Practices, Data Cleansing Processes, Information Technology, Data Cleansing Data Quality Management, Data Security, Agile Planning, Customer Data, Data Cleanse, Data Archiving, Decision Tree, Data Quality Assessment




    Risk Governance Assessment Dataset - Utilization, Solutions, Advantages, BHAG (Big Hairy Audacious Goal):


    Risk Governance


    Yes, risk governance involves evaluating potential risks, including those related to new data elements, within the framework of data governance policies.



    1. Regular data profiling to identify and flag any potential risks in the data.
    2. Implementing data quality rules to ensure data integrity and adherence to policies.
    3. Conducting periodic audits to ensure compliance with governance policies.
    4. Ensuring that data protection measures are in place to safeguard sensitive information.
    5. Establishing a data governance committee to oversee risk management and decision-making.
    6. Providing training and education for employees on data governance policies and practices.
    7. Utilizing data masking or encryption techniques to protect sensitive data.
    8. Implementing strict data access controls to prevent unauthorized changes to data.
    9. Conducting regular risk assessments to identify and address any new risks.
    10. Staying up-to-date with industry regulations and compliance standards to ensure data governance policies are in line.


    CONTROL QUESTION: Is a risk assessment for the new data element included in the data governance policies?


    Big Hairy Audacious Goal (BHAG) for 10 years from now:

    The big hairy audacious goal for Risk Governance for 10 years from now is to have a fully integrated and comprehensive risk management framework in place, with risk assessments and mitigation strategies incorporated into all aspects of data governance policies. This includes not only the traditional risks associated with data security and privacy, but also emerging risks such as AI ethics, data bias, and algorithmic transparency. The framework will be regularly reviewed and updated to anticipate and address future risks, ensuring the organization stays ahead of the curve in promoting responsible and ethical data practices. A key component of this goal is the inclusion of risk assessments specifically for new data elements, to identify potential vulnerabilities and mitigate them before they become a threat. This proactive approach to risk management will not only protect the organization from costly data breaches, but also foster trust and confidence from stakeholders, ultimately driving business growth and success.

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    Risk Governance Case Study/Use Case example - How to use:



    Client Situation:

    ABC Corporation is a global manufacturing company with a presence in over 20 countries. The company has recently implemented a new data governance framework to manage and secure its vast amounts of data. However, with the increasing volume and variety of data, the company is facing challenges in effectively managing the risks associated with the collection and usage of this data. In particular, the company is concerned about the inclusion of a new data element that contains sensitive customer information, such as credit card details and personal identification numbers (PINs). As a result, the company has approached our consulting firm to perform a risk assessment and determine if the new data element is adequately addressed in their data governance policies.

    Consulting Methodology:

    Our consulting methodology for this project will follow a systematic approach consisting of four main phases:

    1. Assessment: In this phase, we will gather information about the current state of the company′s data governance policies and processes. This will involve reviewing the existing data governance policies, interviewing key stakeholders, and conducting a thorough analysis of the company′s data infrastructure.

    2. Risk Identification: Based on the information gathered in the assessment phase, we will identify potential risks associated with the new data element. This will include a review of industry best practices, regulatory requirements, and any previous security incidents related to similar data elements.

    3. Risk Analysis: In this phase, we will assess the likelihood and impact of each identified risk. We will also evaluate the effectiveness of existing controls and identify any gaps that need to be addressed to mitigate the risks associated with the new data element.

    4. Recommendations: Based on the findings from the risk analysis phase, we will provide recommendations to enhance the company′s data governance policies and processes. These recommendations will be tailored to address the specific risks associated with the new data element and will align with industry best practices and regulatory requirements.

    Deliverables:

    The following deliverables will be provided to the client as part of this project:

    1. Risk Assessment Report: This report will provide a detailed analysis of the company′s data governance policies and processes. It will also include a risk register, which will outline the identified risks, their likelihood and impact, and any existing controls.

    2. Gap Analysis Report: This report will outline the gaps in the company′s data governance policies and processes that need to be addressed to mitigate the risks associated with the new data element.

    3. Recommendations Report: This report will provide specific recommendations to enhance the company′s data governance policies and processes and address the identified risks.

    Implementation Challenges:

    The implementation of the recommendations provided in our reports may face certain challenges, such as resistance from key stakeholders, budget constraints, and resource limitations. The company may also need to make significant changes to their existing data governance framework, which could be time-consuming and disruptive to daily operations.

    KPIs:

    The success of our risk assessment project will be measured by the following key performance indicators (KPIs):

    1. Number of Identified Risks: The number of identified risks will indicate the thoroughness of our assessment and the sensitivity of the company′s data environment.

    2. Number of Recommended Actions Implemented: The number of recommended actions implemented by the company will demonstrate their commitment to addressing the identified risks and improving their data governance policies and processes.

    3. Reduction in Data Breaches: The ultimate goal of this project is to mitigate the risks associated with the new data element and reduce the likelihood of data breaches. Therefore, a reduction in data breaches will be a crucial KPI to measure the success of our risk assessment.

    Management Considerations:

    To ensure the success of this project, it is vital to obtain full support from senior management and key stakeholders. Strong communication and collaboration between our consulting team and the company′s IT department will also be crucial for the effective implementation of our recommendations. Additionally, regular progress updates and the timely resolution of any roadblocks will be essential to keep the project on track.

    Citations:

    1. Whitepaper: Data Governance: Managing Risk, Ensuring Compliance by Deloitte Consulting LLP

    2. Academic Business Journal: A Framework for Data Governance in Organizations by Mahtab Saifollahi, Saeed Rouhani, and Alireza Ahmadi

    3. Market Research Report: Data Governance Market - Growth, Trends, and Forecasts (2020-2025) by Mordor Intelligence.

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