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Low data discoverability: For example, Sales doesn’t know what data Marketing even has available, or vice versa—or the team simply can’t find the data when they need it. . Unclear changemanagement process: There’s little or no formality around what happens when a data source changes. Data modeling.
Low data discoverability: For example, Sales doesn’t know what data Marketing even has available, or vice versa—or the team simply can’t find the data when they need it. . Unclear changemanagement process: There’s little or no formality around what happens when a data source changes. Data modeling.
On the front end, we work closely with subject matter experts,” said UPMC’s senior manager of dataarchitecture and analytics. The finance people that know the finance data, for example. We make sure the data is checked and reliable. And then we use the certification process in Domo. Optum has done that.
It helps establish policies, assign roles and responsibilities, and maintain data quality and security in compliance with relevant regulatory standards. The framework, therefore, provides detailed documentation about the organization’s dataarchitecture, which is necessary to govern its data assets.
One very influential factor that can potentially undermine your data and document strategies is the natural and emotional reactions of people when things change. It is common to take great care in the selection and implementation of new technology.
This includes identifying and mapping all your data sources, understanding their formats, assessing their quality, defining ownership, and establishing security and access controls. Technology and Tools: Equip your team with the right software and infrastructure for managing enterprise data at scale.
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