Salesforce Certified Data Cloud Consultant — Question 65

A global fashion retailer operates online sales platforms across AMER, EMEA, and APAC. The data formats for customer, order, and product information vary by region, and compliance regulations require data to remain unchanged in the original data sources. They also require a unified view of customer profiles for real-time personalization and analytics.

Given these requirements, which transformation approach should the company implement to standardize and cleanse incoming data streams?

Answer options

• A. Transform data before ingesting into Data Cloud.
• B. Implement batch data transformations.
• C. Implement streaming data transformations.
• D. Use Apex to transform and cleanse data.

Correct answer: B

Explanation

The correct answer is B, as batch data transformations allow for processing large volumes of data at once, which is essential given the varied formats and compliance requirements. Options A and C do not align with the need for maintaining original data integrity while standardizing data. Option D, while useful for specific tasks, does not provide the comprehensive batch processing capability needed in this scenario.