Salesforce Certified Platform Data Architect Exam Prep

Question 6 of 65

Northern Trail Outfitters (NTO) operates a majority of its business from a central Salesforce org. NTO also owns several secondary orgs that the service, finance, and marketing teams work out of. At the moment, there is no integration between central and secondary orgs, leading to data-visibility issues.
Moving forward, NTO has identified that a hub and spoke model is the proper architecture to manage its data, where the central org is the hub and the secondary orgs are the spokes.
Which tool should a data architect use to orchestrate data between the hub org and spoke orgs?

A backup and archive solution that extracts and restores data across orgs.

A middleware solution that extracts and distributes data across both the hub and spokes.

Develop custom APIs to poll the spoke org for change data and push into the hub org.

Develop custom APIs to poll the hub org for change data and push into the spoke orgs.

Question 7 of 65

Universal Containers (UC) owns a complex Salesforce org with many Apex classes, triggers, and automated processes that will modify records if available. UC has identified that, in its current development state, UC runs chance of encountering race conditions on the same record.
What should a data architect recommend to guarantee that records are not being updated at the same time?

Migrate programmatic logic to processes and flows.

Embed the keywords FOR UPDATE after SOQL statements.

Refactor or optimize classes and triggers for maximum CPU performance.

Disable classes or triggers that have the potential to obtain the same record.

Question 8 of 65

Universal Containers has multiple systems all containing and maintaining customer data. Although point-to-point integrations are in place, customers are complaining about consistency in the data.
What solution should the data architect recommend?

An MDM solution as the customer master, with centralized integrations to ensure consistency across all systems.

Perform a one time synchronization to level set the built up inconsistencies.

Data cleanse each system.

Improve existing point-to-point integrations.

Question 9 of 65

Northern Trail Outfitters (NTO) has an external product master system that syncs product and pricing information with Salesforce. Users have been complaining that they are seeing discrepancies in product and pricing information displayed on the NTO website and Salesforce.
As a data architect, which action is recommended to avoid data sync issues?

Use the Customer 360 data manager to sync product and pricing information from product master database to Salesforce.

Implement a manual process to update the products from an extract from the products master on a weekly basis.

Build a custom integration for one-way sync of product and pricing information from product master to Salesforce.

Build a custom integration for two-way sync of product and pricing information between product master to Salesforce.

Question 10 of 65

Universal Containers (UC) has implemented a master data management strategy, which uses a central system of truth, to ensure the entire company has the same customer information in all systems. UC customer data changes need to be accurate at all times in all of the systems. Salesforce is the identified system of record for this information.
What is the correct solution for ensuring all systems using customer data are kept up to date?

Send customer record changes from Salesforce to the system of truth in real time.

Send customer data nightly to the system of truth in a scheduled batch job.

Send customer record changes from Salesforce to each system in a nightly batch job.

Have each system pull the record changes from Salesforce using change data capture.