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Salesforce Data-Architect (Salesforce Certified Data Architect) Exam is a certification program designed for professionals who want to validate their skills and knowledge in designing and managing data architecture on the Salesforce platform. Data-Architect exam is intended for individuals who have experience in designing, building, and implementing data architecture solutions on the Salesforce platform. In addition, candidates must have a deep understanding of data modeling, data management, and data governance concepts.
NEW QUESTION # 124
Universal Container is using Salesforce for Opportunity management and enterprise resource planning (ERP) for order management. Sales reps do not have access to the ERP and have no visibility into order status.
What solution a data architect recommends to give the sales team visibility into order status?
- A. leverage Salesforce Connect top bring the order line item from the legacy system to Salesforce.
- B. Leverage Canvas to bring the order management UI in to the Salesforce tab.
- C. Build real-time integration to pull order line items into Salesforce when viewing orders.
- D. Build batch jobs to push order line items to salesforce.
Answer: A
NEW QUESTION # 125
Universal Containers (UC) has three systems: Salesforce, a cloud -based ERP system, and an on -premise Order Management System (OMS). An architect has been tasked with creating a solution that uses Salesforce as the system of record for Leads and the OMS as the system of record for Account and Contacts. UC wants Accounts and Contacts to be able to maintain their names in each system (i.e., "John Doe" in the OMS and "Johnny Doe" in Salesforce), but wants to have a consolidated data store which links referenced records across the systems. What approach should an architect suggest so the requirements are met?
- A. Implement an integration tool to send OMS Accounts and Contacts to Salesforce.
- B. Use the Streaming API to send Account and Contact data from Salesforce to the OMS.
- C. Implement a Master Data Management strategy to reconcile Leads, Accounts, and Contacts.
- D. Have Salesforce poll the OMS nightly and bring in the desired Accounts and Contacts.
Answer: C
NEW QUESTION # 126
Universal Containers is integrating a new Opportunity engagement system with Salesforce. According to their Master Data Management strategy, Salesforce is the system of record for Account, Contact, and Opportunity dat a. However, there does seem to be valuable Opportunity data in the new system that potentially conflicts with what is stored in Salesforce. What is the recommended course of action to appropriately integrate this new system?
- A. The Opportunity engagement system should become the system of record for Opportunity records.
- B. A policy should be adopted so that the system whose record was most recently updated should prevail in conflicts.
- C. Stakeholders should be brought together to discuss the appropriate data strategy moving forward.
- D. The MDM strategy defines Salesforce as the system of record, so Salesforce Opportunity values prevail in all conflicts.
Answer: C
NEW QUESTION # 127
Universal Containers (UC) has implemented Salesforce, UC is running out of storage and needs to have an archiving solution, UC would like to maintain two years of data in Saleforce and archive older data out of Salesforce.
Which solution should a data architect recommend as an archiving solution?
- A. Build a batch join move all records off platform, and delete all records from Salesforce.
- B. Build a batch join to move two-year-old records off platform, and delete records from Salesforce.
- C. Build a batch job to move all restore off platform, and delete old records from Salesforce.
- D. Use a third-party backup solution to backup all data off platform.
Answer: D
NEW QUESTION # 128
Universal Containers (UC) is building a Service Cloud call center application and has a multisystem support solution. UC would like or ensure that all systems have access to the same customer information.
What solution should a data architect recommend?
- A. Load customer data in all systems.
- B. Let each system be an owner of data it generates.
- C. Make Salesforce the system of record for all data.
- D. Implement a master data management (MDM) strategy for customer data.
Answer: D
NEW QUESTION # 129
Ursa Major Solar has defined a new Data Quality Plan for their Salesforce data.
Which two approaches should an Architect recommend to enforce the plan throughout the organization? (Choose two.)
- A. Schedule a weekly dashboard displaying records that are missing information to be sent to managers for review.
- B. Ensure all data is stored in an external system and set up an integration to Salesforce for view-only access.
- C. Enforce critical business processes by using Workflow, Validation Rules, and Apex code.
- D. Schedule reports that will automatically catch duplicates and merge or delete the records every week.
Answer: A,C
NEW QUESTION # 130
Universal Containers (UC) is implementing Salesforce and will be using Salesforce to track customer complaints, provide white papers on products, and provide subscription based support.
Which license type will UC users need to fulfill UC's requirements?
- A. Sales Cloud License
- B. Service Cloud License
- C. Salesforce License
- D. Lightning Platform Starter License
Answer: B
NEW QUESTION # 131
Universal Containers (UC) has over 10 million accounts with an average of 20 opportunities with each account. A Sales Executive at UC needs to generate a daily report for all opportunities in a specific opportunity stage.
Which two key considerations should be made to make sure the performance of the report is not degraded due to large data volume?
- A. Number of joins used in report query.
- B. Number of records returned by report query.
- C. Number of queries running at a time.
- D. Number of characters in report query.
Answer: A,B
NEW QUESTION # 132
Universal Containers (UC) is implementing a Salesforce project with large volumes of data and daily transactions. The solution includes both real-time web service integrations and Visualforce mash -ups with back -end systems. The Salesforce Full sandbox used by the project integrates with full-scale back -end testing systems. What two types of performance testing are appropriate for this project?
Choose 2 answers
- A. Stress testing against the web services hosted by the integration middleware.
- B. Pre -go -live unit testing in the Salesforce Full sandbox.
- C. Pre -go -live automated page -load testing against the Salesforce Full sandbox.
- D. Post go -live automated page -load testing against the Salesforce Production org.
Answer: A,C
NEW QUESTION # 133
A Salesforce customer has plenty of data storage. Sales Reps are complaining that searches are bringing back old records that aren't relevant any longer. Sales Managers need the data for their historical reporting.What strategy should a data architect use to ensure a better user experience for the Sales Reps?
- A. Set data access to Private to hide old data from Sales Reps.
- B. Use Batch Apex to archive old data on a rolling nightly basis.
- C. Create a Permission Set to hide old data from Sales Reps.
- D. Archive and purge old data from Salesforce on a monthly basis.
Answer: D
NEW QUESTION # 134
UC is using SF CRM. UC sales managers are complaining about data quality and would like to monitor and measure data quality.
Which 2 solutions should a data architect recommend to monitor and measure data quality?
Choose 2 answers.
- A. Review data quality reports and dashboards.
- B. Export data and check for data completeness outside of Salesforce.
- C. Install and run data quality analysis dashboard app
- D. Use custom objects and fields to identify issues.
Answer: A,C
NEW QUESTION # 135
Universal Containers has millions of rows of data in Salesforce that are being used in reports to evaluate historical trends. Performance has become an issue, as well as data storage limits. Which two strategies should be recommended when talking with stakeholders?
- A. Combine Analytics Snapshots with a purging plan by reporting on the snapshot data and deleting the original records.
- B. Configure the Salesforce Archiving feature to archive older records and remove them from the data storage limits.
- C. Use Data Loader to extract data, aggregate it, and write it back to a custom object, then delete the original records.
- D. Use scheduled batch Apex to copy aggregate information into a custom object and delete the original records.
Answer: B,D
NEW QUESTION # 136
NTO has been using salesforce for sales and service for 10 years. For the past 2 years, the marketing group has noticed a raise from 0 to 35 % in returned mail when sending mail using the contact information stored in salesforce.
Which solution should the data architect use to reduce the amount of returned mails?
- A. Email all customer and asked them to verify their information and to call NTO if their address is incorrect.
- B. Delete contacts when the mail is returned to save postal cost to NTO.
- C. Have the sales team to call all existing customers and ask to verify the contact details.
- D. Use a 3rd-party data source to update contact information in salesforce.
Answer: D
NEW QUESTION # 137
What 2 data management policies does the data classification feature allow customers to classify in salesforce? Choose 2 answers:
- A. Reference data policy.
- B. Data sensitivity policy.
- C. Data governance policy.
- D. Compliance categorization policy.
Answer: B,D
NEW QUESTION # 138
The data architect for UC has written a SOQL query that will return all records from the Task object that do not have a value in the WhatId field:
Select id, description, Subject from Task where WhatId != NULL
When the data architect usages the query to select values for a process a time out error occurs.
What does the data architect need to change to make this query more performant?
- A. Add limit 100 to the query.
- B. Remove description from the requested field set.
- C. Change the where clause to filter by a deterministic defined value.
- D. Change query to SOSL. ??
Answer: C
NEW QUESTION # 139
Which three characteristics of a Skinny table help improve report and query performance?
- A. Skinny tables can contain frequently used fields and thereby help avoid joins.
- B. Skinny tables do not include records that are available in the recycle bin.
- C. Skinny tables can be used to create custom indexes on multi-select picklist fields.
- D. Skinny tables are kept in sync with changes to data in the source tables.
- E. Skinny tables provide a view across multiple objects for easy access to combined data.
Answer: A,D,E
NEW QUESTION # 140
Universal Containers is planning out their archiving and purging plans going forward for their custom objects Topic__c and Comment__c. Several options are being considered, including analytics snapshots, offsite storage, scheduled purges, etc. Which three questions should be considered when designing an appropriate archiving strategy?
- A. Are there any regulatory restrictions that will influence the archiving and purging plans?
- B. How many fields are defined on the custom objects that need to be archived?
- C. If reporting is necessary, can the information be aggregated into fewer, summary records?
- D. Which profiles and users currently have access to these custom object records?
- E. Will the data being archived need to be reported on or accessed in any way in the future?
Answer: A,C,E
NEW QUESTION # 141
DreamHouse Realty has a legacy system that captures Branch Offices and Transactions. DreamHouse Realty has 15 Branch Offices. Transactions can relate to any Branch Office. DreamHouse Realty has created hundreds of thousands of Transactions per year.
A Data Architect needs to denormalize this data model into a single Transaction object with a Branch Office picklist.
What are two important considerations for the Data Architect in this scenario? (Choose two.)
- A. Limitations on Org data storage.
- B. Bulk API limitations on picklist fields.
- C. Limitations on master-detail relationships.
- D. Standard list view in-line editing.
Answer: A,B
NEW QUESTION # 142
A customer needs a sales model that allows the following:
Opportunities need to be assigned to sales people based on the zip code.
Each sales person can be assigned to multiple zip codes.
Each zip code is assigned to a sales area definition. Sales is aggregated by sales area for reporting.
What should a data architect recommend?
- A. Configure territory management feature to support opportunity assignment.
- B. Allow sales users to manually assign opportunity ownership based on zip code.
- C. Add custom fields in opportunities for zip code and use assignment rules.
- D. Assign opportunities using list views using zip code.
Answer: A
NEW QUESTION # 143
(NTO) has multiple salesforce orgs based on geographical reports (AMER, EMEA, APAC). NTO products are in the AMER org and need to be created in the EMEA and APAC after the products are approved.
Which two features should a data architect recommend to share records between salesforce orgs? Choose 2.
- A. Federation search
- B. Change data capture (CDC)
- C. Salesforce 2 Salesforce
- D. Salesforce connect.
Answer: B,C
NEW QUESTION # 144
A consumer products company has decided to use Salesforce for its contact center. The contact center agents need access to the following information in Service Console when a customer contacts them:
1. Customer browsing activity on its website stored on its on premise system
2. Customer interactions with sales associates at its retail stores maintained in Salesforce
3. Contact center interactions maintained in Salesforce
4. Email campaign activity to customer from its marketing systems.
What should a data architect do to fulfill these requirements with minimum development effort in Salesforce?
- A. Build customer view in Service Console with components that show website data and marketing data as mashup.
- B. Build custom components in Service Console to bring information from the marketing and website information.
- C. Create web tabs in Service Console to show website and marketing activities.
- D. Use Salesforce Connect to integrate the website and the marketing system into Service Console using external objects.
Answer: A
NEW QUESTION # 145
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