Data hk is the process of collecting and analysing information from both primary and secondary sources. It can be used to improve customer satisfaction, measure market trends or formulate policy decisions by government agencies.
Data governance is a complex project, involving many people. It requires leadership, sponsorship, stewardship and an operationalization approach. In addition, data governance initiatives need a strong business case that articulates the specific benefits to the organization. This should be broad and strategic in nature, while the implementation plan should be more tactical and hands on.
A key element of a strong implementation plan is the identification of roles and responsibilities. These are often based on the Data Management Framework (DMF), a common framework for data governance that defines four main roles and their functions:
The first role is that of the data steward, whose job it is to ensure that all relevant data is collected, processed and stored in compliance with laws and regulations. The steward also provides advice and guidance to other data stewards and staff members. They also act as the primary point of escalation for the executive sponsor and steering committee.
Other data stewards are responsible for providing data and analysis for business processes, decision making, and interactions. These are typically people with significant business and IT experience. A data governance leader is needed to coordinate tasks for data stewards, communicate decisions and drive ongoing data audits and metrics that assess program success and ROI.
Finally, the data governance team should include a business analyst who can bridge the gap between business and IT. This person is a critical member of the team, as they can translate how the data governance framework impacts the business’s day-to-day processes and decision making. A data governance analyst is a good choice for this role. They are experienced in business analysis and can help to build a strong foundation for your data governance efforts. They can help you to understand the impact of your data governance framework on your business operations, decision making and interactions with customers.