Question 1 of 30
A company is planning to implement a new data architecture strategy to improve its customer relationship management (CRM) system. The strategy involves creating a centralized data repository that integrates data from various sources, including sales, marketing, and customer service. As part of this initiative, the company needs to determine the best approach for data creation and management to ensure data quality and accessibility. Which of the following strategies would most effectively support the company\'s goals while adhering to best practices in data architecture?
Establishing a data governance framework that includes data quality standards, data stewardship roles, and regular data audits to maintain data integrity and compliance.
Relying solely on automated data entry processes to minimize human error, without implementing any oversight or quality checks.
Creating multiple isolated data silos for each department to ensure that data is tailored to specific departmental needs, even if it leads to redundancy.
Prioritizing speed of data entry over accuracy, allowing for rapid data collection without validating the information being captured.

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