Salesforce-Platform-Data-Architect Practice Test

Salesforce Spring 25 Release
257 Questions

UC needs to load a large volume of leads into salesforce on a weekly basis. During this process the validation rules are disabled. What should a data architect recommend to ensure data quality is maintained in salesforce.

A.

Activate validation rules once the leads are loaded into salesforce to maintain quality.

B.

Allow validation rules to be activated during the load of leads into salesforce.

C.

Develop custom APEX batch process to improve quality once the load is completed.

D.

Ensure the lead data is preprocessed for quality before loading into salesforce.

D.   

Ensure the lead data is preprocessed for quality before loading into salesforce.



Explanation:

Data quality should always be enforced proactively, especially when bulk loading data with validation rules disabled temporarily to facilitate efficient loading. Preprocessing lead data externally ensures completeness, consistency, and correctness before Salesforce import, significantly reducing post-import issues. Activating validation rules after loading (option A) or during loading (option B) could cause load failures or complexity. Custom Apex post-load cleanup (option C) introduces unnecessary complexity and overhead. Preprocessing data quality externally is the simplest, most efficient method, providing robust data quality assurance before Salesforce insertion, aligning with Salesforce best practices for high-volume data loading.

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