Question 1 of 30
GlobalTech Solutions, a multinational corporation, is undertaking a complex data migration project to consolidate customer data from several disparate legacy systems into a centralized, cloud-based data warehouse. These legacy systems, acquired through various mergers and acquisitions, each employ different data formats, validation rules, and data quality standards. The project aims to create a single, unified view of customer information to improve business intelligence and customer relationship management. As the Data Quality Lead, you are tasked with identifying the most critical aspect to monitor during the initial stages of the data migration to ensure the success of the project. Considering the challenges of integrating data from diverse sources with varying quality levels, which of the following should be prioritized to mitigate potential risks and ensure the integrity of the migrated data? Assume that basic security protocols, infrastructure scalability, and user access controls are already in place. The primary concern is now focused on the data itself.
The effectiveness of data transformation rules in maintaining data consistency across the legacy systems and the new data warehouse.
The implementation of robust security protocols to protect sensitive customer data during the migration process.
The scalability of the cloud infrastructure to accommodate the increasing volume of data being migrated.
The establishment of user access controls to prevent unauthorized access to the data during and after the migration.

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