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Salesforce Data-Architecture-And-Management-Designer certification exam is designed to test the knowledge and skills of professionals who specialize in data architecture and management. Salesforce Certified Data Architecture and Management Designer certification is intended for individuals who have experience in designing and managing complex data architectures, as well as those who have a deep understanding of data modeling, database design, and data migration.
Salesforce Data-Architecture-And-Management-Designer exam is designed to test the candidate's knowledge and expertise in the field of data architecture and management within the Salesforce ecosystem. Salesforce Certified Data Architecture and Management Designer certification is ideal for professionals who have experience in designing, implementing, and managing complex data solutions using Salesforce tools and technologies. Data-Architecture-And-Management-Designer exam covers a wide range of topics including data modeling, data integration, data governance, data quality, and data security.
NEW QUESTION # 55
An Architect needs to document the data architecture for a multi-system, enterprise Salesforce implementation.
Which two key artifacts should the Architect use? (Choose two.)
- A. User stories
- B. Data model
- C. Non-functional requirements
- D. Integration specification
Answer: B,D
NEW QUESTION # 56
Get Cloudy Consulting uses an invoicing system that has specific requirements. One requirement is that attachments associated with the Invoice_c custom object be classified by Types (i.e., ""Purchase Order"", ""Receipt"", etc.) so that reporting can be performed on invoices showing the number of attachments grouped by Type.
What should an Architect do to categorize the attachments to fulfill these requirements?
- A. Create a custom picklist field for the Type on the standard Attachment object with the values.
- B. Add a ContentType picklist field to the Attachment layout and create additional picklist options.
- C. Create a custom object related to the Invoice object with a picklist field for the Type.
- D. Add additional options to the standard ContentType picklist field for the Attachment object.
Answer: C
NEW QUESTION # 57
Universal Containers (UC) has a multi-level master-detail relationship for opportunities, a custom opportunity line item object, and a custom discount request. UC has opportunity as master and custom line item object as detail in master-detail relationship. UC also has a custom line item object as master and a custom discount request object as detail in another master-detail relationship. UC has a requirement to show all sums of discounts across line items at an opportunity level. What is the recommended solution to address these requirements?
- A. Use roll-up for the line-item-level summary and a trigger for the opportunity amount summary, as only one level roll-up is allowed.
- B. Update the master-detail relationships to lookup relationships in order to allow the discount amount to roll up.
- C. Roll-up discount request amount at the line-item-level and line-item-level summary discount at the opportunity level.
- D. Remove the master-detail relationships and rely completely on workflow/triggers to summarize the discount amount.
Answer: C
NEW QUESTION # 58
Universal container (UC) would like to build a Human resources application on Salesforce to manage employee details, payroll, and hiring efforts. To adequately and store the relevant data, the application will need to leverage 45 custom objects. In addition to this, UC expects roughly 20,00 API calls into Salesfoce from an n-premises application daily.
Which license type should a data architect recommend that best fits these requirements?
- A. Service Cloud
- B. Lightning Platform plus
- C. Lightning External Apps Starts
- D. Lightning platform Start
Answer: B
NEW QUESTION # 59
In their legacy system. Universal Containers has a monthly accounts receivable report that compiles data from Accounts, Contacts, Opportunities, Orders. and Order Line Items. What difficulty will an architect run into when implementing this in Salesforce?
- A. Salesforce does not support Orders or Order Line Items.
- B. A report cannot contain data from Accounts and Contacts.
- C. Salesforce allows up to four objects in a single report type.
- D. Custom report types cannot contain Opportunity data.
Answer: C
NEW QUESTION # 60
Universal Containers wants their Shipment custom object to always relate to a Container, a Sender, and a Receiver (all separate custom objects). If a Shipment is currently associated with a Container, Sender, or Receiver, deletion of those records should not be allowed. They also want separate sharing models on each custom object. What approach should an architect take to fulfill these requirements?
- A. Create a Master -Detail relationship to each of the three parent records.
- B. Create a required Lookup relationship to each of the three parent records.
- C. Create two Master -Detail and one Lookup relationship to the parent records.
- D. Use a VLOOKUP formula field to associate the Shipment to each parent record.
Answer: C
NEW QUESTION # 61
DreamHouse Realty has a data model as shown in the image. The Project object has a private sharing model, and it has Roll-Up summary fields to calculate the number of resources assigned to the project, total hours for the project, and the number of work items associated to the project.
There will be a large amount of time entry records to be loaded regularly from an external system into Salesforce.
What should the Architect consider in this situation?
- A. Calculate summary values instead of Roll-Up by using workflow.
- B. Load all data after deferring sharing calculations.
- C. Calculate summary values instead of Roll-Up by using triggers.
- D. Load all data using external IDs to link to parent records.
Answer: B
Explanation:
Explanation
NEW QUESTION # 62
A company is introducing a new data quality process and needs an Architect to recommend an appropriate approach. The new process will monitor the data that users are manually entering into the system through the Salesforce UI.
Which recommendation is correct?
- A. Enable users to import their data using the Salesforce Import tools.
- B. Use a 3rd-party solution from the AppExchange for data uploads.
- C. Validate the format of phone numbers and postal codes by using Apex.
- D. Create data-quality dashboards by using an app from the AppExchange.
Answer: D
Explanation:
Explanation/Reference:
NEW QUESTION # 63
Universal Containers (UC) is in the process of selling half of its company. As part of this split, UC's main Salesforce org will be divided into two orgs: Org A and Org
B. UC has delivered these requirements to its data architect:
1. The data model for Org B will drastically change with different objects, fields, and picklist values.
2. Three million records will need to be migrated from Org A to Org B for compliance reasons.
3. The migration will need occur within the next two months, prior to the spilt.
Which migration strategy should a data architect use to successfully migrate the data?
- A. Use Data Loader for export and Data Import Wizard for import.
- B. Use an ETL tool to orchestrate the migration.
- C. Use the Salesforce CLI to query, export, and import.
- D. Write a script to use the Bulk API.
Answer: C
NEW QUESTION # 64
Which two methods should be used when importing Leads into Salesforce to ensure there are no duplicate records? Choose 2 answers
- A. Run the Salesforce Lead Mass de -duplication tool.
- B. Implement Salesforce Matching and Duplicate Rules.
- C. Purchase an AppExchange Lead de -duplication application.
- D. Create a Workflow Rule to check for duplicate records.
Answer: B,C
NEW QUESTION # 65
Universal Containers (UC) is migrating from an on-premise homegrown customer relationship management (CRM) system- During analysis, UC users highlight a pain point that there are multiple versions of many customers.
What should the data architect do for a successful migration to mitigate the pain point?
- A. Migrate the data as is, and use Salesforce's de-duplicating feature.
- B. Hire an intern manually de-duplicate the records after migrating to Salesforce.
- C. Have the users manually clean the data in the old system prior to migration.
- D. Store the data in a staging database, and de-duplicate identical records.
Answer: D
NEW QUESTION # 66
Cloud Kicks plans on setting up an external Business Intelligence (BI) system and will extract 1.5 million Contact records. The company wants to avoid timeouts during the export process.
What should an Architect recommend to fulfill this request?
- A. Utilize the Bulk API to export the data.
- B. Utilize the SOAP API to export data.
- C. Schedule a Batch Apex job to export the data.
- D. Utilize GZIP compression to export the data.
Answer: A
NEW QUESTION # 67
Get Cloudy Consulting monitors 15,000 servers, and these servers automatically record their status every
10 minutes. Because of company policy, these status reports must be maintained for 5 years. Managers at Get Cloudy Consulting need access to up to one week's worth of these status reports with all of their details.
An Architect is recommending what data should be integrated into Salesforce and for how long it should be stored in Salesforce.
Which two limits should the Architect be aware of? (Choose two.)
- A. Data storage limits
- B. Webservice callout limits
- C. Workflow rule limits
- D. API Request limits
Answer: A,D
Explanation:
Explanation
NEW QUESTION # 68
Universal Containers (UC) is migrating from a legacy system to Salesforce CRM, UC is concerned about the quality of data being entered by users and through external integrations.
Which two solution should a data architect recommend to mitigate data quality issues?
- A. Leverage validation rules and workflows.
- B. Leverage picklist and lookup fields where possible
- C. Leverage third-party- AppExchange tools
- D. Leverage Apex to validate the format of data being entered via a mobile device.
Answer: A,B
NEW QUESTION # 69
NTO has decided that it is going to build a channel sales portal with the following requirements:
1. External resellers are able to authenticate to the portal with a login.
2. Lead data, opportunity data and order data are available to authenticated users.
3. Authenticated users many need to run reports and dashboards.
4. There is no need for more than 10 custom objects or additional file storage.
Which community cloud license type should a data architect recommend to meet the portal requirements?
- A. Lightning external apps starter.
- B. Customer community.
- C. Customer community plus.
- D. Partner community.
Answer: D
NEW QUESTION # 70
Cloud Kicks has the following requirements:
- They want to automatically archive all inactive Account data that is older than 3 years.
- The information does not need to remain accessible within the application.
Which two approaches should the Architect recommend to meet this requirement? (Choose two.)
- A. Export the data by using the Force.com Workbench.
- B. Schedule a weekly export file from the Salesforce UI.
- C. Schedule jobs to export and delete using an ETL tool.
- D. Schedule jobs to export and delete using the Data Loader.
Answer: C,D
NEW QUESTION # 71
Universal Containers (UC) maintains a collection of several million Account records that represent business in the United Sates. As a logistics company, this list is one of the most valuable and important components of UC's business, and the accuracy of shipping addresses is paramount. Recently it has been noticed that too many of the addresses of these businesses are inaccurate, or the businesses don't exist. Which two scalable strategies should UC consider to improve the quality of their Account addresses?
- A. Leverage Data.com Clean to clean up Account address fields with the D&B database.
- B. Contact each business on the list and ask them to review and update their address information.
- C. Build a team of employees that validate Accounts by searching the web and making phone calls.
- D. Integrate with a third-party database or services for address validation and enrichment.
Answer: A,D
NEW QUESTION # 72
In a disparate multi -system ERP environment, where Salesforce is being deployed, what are two techniques that should be used to maintain data synchronization between systems? Choose 2 answers
- A. Integrate Salesforce with the ERP environment.
- B. Establish an MDM strategy to outline a single source of truth.
- C. Use workbench to update files within systems.
- D. Build synchronization reports and dashboards.
Answer: B,D
NEW QUESTION # 73
Universal Containers (UC) has a very large and complex Salesforce org with hundreds of validation rules and triggers. The triggers are responsible for system updates and data manipulation as records are created or updates by users. A majority of the automation tool within UC'' org were not designed to run during a data load. UC is importing 100,000 records into Salesforce across several objects over the weekend.
What should a data architect do to mitigate any unwanted results during the import?
- A. Ensure validation rules, triggers and other automation tools are disabled.
- B. Bulkily the trigger to handle import leads.
- C. Ensure duplication and matching rules and defined.
- D. Import the data in smaller batches over a 24-hour period.
Answer: A
NEW QUESTION # 74
How can an architect find information about who is creating, changing, or deleting certain fields within the past two months?
- A. Remove "customize application" permissions from everyone else.
- B. Export the setup audit trail and find the fields in question.
- C. Export the metadata and search it for the fields in question.
- D. Create a field history report for the fields in question.
Answer: B
NEW QUESTION # 75
The Chief Technology Officer (CTO) of Ursa Major Solar wants error messages to appear when a future date is detected in a custom AnniversaryDate_c field on the Contact object. Additionally, the CTO wants the ability to translate the error messages.
Which two approaches should an Architect use to fulfill this requirement? (Choose two.)
- A. Create a workflow field update to set the standard ErrorMessage field.
- B. Create a validation rule and translate the error message with translation workbench.
- C. Implement an external validation API with translation functionality.
- D. Create a trigger on Contact and add an error to the record with a custom label.
Answer: B,D
NEW QUESTION # 76
Universal Containers (UC) has deployed Salesforce to manage Marketing. Sales, and Support efforts in a multi -system ERP environment After reaching the limits of native reports & dashboards. UC leadership is looking to understand what options can be used to provide more analytical insights. What two approaches should an architect recommend? Choose 2 answers
- A. Setup Audit Trails
- B. Wave Analytics
- C. AppExchange Apps
- D. Weekly Snapshots
Answer: B,C
NEW QUESTION # 77
UC is building a salesforce application to track contacts and their respective conferences that they have attended with the following requirements:
1. Contacts will be stored in the standard contact object.
2. Conferences will be stored in a custom conference__c object.
3. Each contact may attend multiple conferences and each conference may be related to multiple contacts.
How should a data architect model the relationship between the contact and conference objects?
- A. Create a master detail relationship field on the Contact object.
- B. Create a master detail relationship field on the Conference object.
- C. Implement a Contact Conference junction object with master detail relationship to both contact and conference__c.
- D. Create a lookup relationship field on contact object.
Answer: C
NEW QUESTION # 78
Which three characteristics of a Skinny table help improve report and query performance?
- A. Skinny tables are kept in sync with changes to data in the source tables.
- B. Skinny tables can contain frequently used fields and thereby help avoid joins.
- C. Skinny tables can be used to create custom indexes on multi-select picklist fields.
- D. Skinny tables do not include records that are available in the recycle bin.
- E. Skinny tables provide a view across multiple objects for easy access to combined data.
Answer: A,B,E
NEW QUESTION # 79
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