Latest Salesforce Data-Architect PDF and Dumps (2024) Free Exam Questions Answers
Pass Your Salesforce Application Architect Data-Architect Exam on Oct 26, 2024 with 260 Questions
Salesforce Data-Architect certification is an excellent way for professionals to demonstrate their expertise in Salesforce data architecture. Salesforce Certified Data Architect certification is recognized globally and is highly valued by businesses that use Salesforce. Salesforce Certified Data Architect certification can help individuals advance their careers and increase their earning potential. Salesforce Certified Data Architect certification also provides individuals with access to a community of Salesforce professionals who share knowledge and best practices.
Salesforce Certified Data Architect certification is highly regarded in the industry and is recognized by employers worldwide. It demonstrates an individual's expertise in designing and implementing complex data solutions using Salesforce. It is also an excellent way to advance one's career in the Salesforce ecosystem and increase job opportunities.
NEW QUESTION # 59
UC is trying to switch from legacy CRM to salesforce and wants to keep legacy CRM and salesforce in place till all the functionality is deployed in salesforce. The want to keep data in synch b/w Salesforce, legacy CRM and SAP. What is the recommendation.
- A. Integrate SAP with Salesforce, SAP to legacy CRM but not legacy CRM to Salesforce
- B. Integrate legacy CRM to salesforce and keep data in synch till new functionality is in place
- C. Do not integrate legacy CRM to Salesforce, but integrate salesforce to SAP
- D. Suggest MDM solution and link MDM to salesforce and SAP
Answer: A,D
NEW QUESTION # 60
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 a Master Data Management strategy to reconcile Leads, Accounts, and Contacts.
- B. Have Salesforce poll the OMS nightly and bring in the desired Accounts and Contacts.
- C. Use the Streaming API to send Account and Contact data from Salesforce to the OMS.
- D. Implement an integration tool to send OMS Accounts and Contacts to Salesforce.
Answer: A
Explanation:
Implementing a Master Data Management strategy to reconcile Leads, Accounts, and Contacts is the approach that the architect should suggest so that the requirements are met for UC. A Master Data Management strategy can provide a consistent and unified view of data across multiple systems, by defining and enforcing rules for data quality, governance, and integration. A Master Data Management strategy can also handle complex scenarios where different systems have different systems of record for different entities or fields, and where data can be modified in different systems with different values. A Master Data Management strategy can also provide a consolidated data store that links referenced records across systems and enables cross-system reporting and analysis. The other options are not suitable or sufficient for meeting the requirements, as they would either not provide a consolidated data store, not handle different systems of record, or not allow data modification in different system
NEW QUESTION # 61
The head of sales at Get Cloudy Consulting wants to understand key relevant performance figures and help managers take corrective actions where appropriate.
What is one reporting option Get Cloudy Consulting should consider?
- A. Sales KPI Dashboard
- B. Opportunity analytic snapshot
- C. Lead conversion rate report
- D. Case SLA performance report
Answer: A
NEW QUESTION # 62
Universal Containers (UC) is transitioning from Classic to Lightning Experience.
What does UC need to do to ensure users have access to its notices and attachments in Lightning Experience?
- A. Manually upload Notes in Lighting Experience.
- B. Migrate Notes and Attachment to Enhanced Notes and Files a migration tool
- C. Add Notes and Attachments Related List to page Layout in Lighting Experience.
- D. Manually upload Attachments in Lighting Experience.
Answer: C
NEW QUESTION # 63
DreamHouse Realty has a Salesforce deployment that manages Sales, Support, and Marketing efforts in a multi-system ERP environment. The company recently reached the limits of native reports and dashboards and needs options for providing more analytical insights.
What are two approaches an Architect should recommend? (Choose two.)
- A. Einstein Analytics
- B. Weekly Snapshots
- C. Setup Audit Trails
- D. AppExchange Apps
Answer: A,D
NEW QUESTION # 64
Universal Containers has been a customer of Salesforce for 10 years. Currently they have 2 million accounts in the system. Due to an erroneous integration built 3 years ago, it is estimated there are 500,000 duplicates in the system.
Which solution should a data architect recommend to remediate the duplication issue?
- A. Develop an ETL process that utilizers the merge API to merge the duplicate records
- B. Extract the data using data loader and use excel to merge the duplicate records
- C. Utilize a data warehouse as the system of truth
- D. Implement duplicate rules
Answer: D
NEW QUESTION # 65
Universal Container (UC) has around 200,000 Customers (stored in Account object). They get 1 or 2 Orders every month from each Customer. Orders are stored in a custom object called "Order c"; this has about 50 fields. UC is expecting a growth of 10% year -over -year. What are two considerations an architect should consider to improve the performance of SOQL queries that retrieve data from the Order _c object? Choose 2 answers
- A. Make the queries more selective using indexed fields.
- B. Use SOQL queries without WHERE conditions.
- C. Work with Salesforce Support to enable Skinny Tables.
- D. Reduce the number of triggers on Order _c object.
Answer: A,C
NEW QUESTION # 66
UC has one SF org (Org A) and recently acquired a secondary company with its own Salesforce org (Org B). UC has decided to keep the orgs running separately but would like to bidirectionally share opportunities between the orgs in near-real time.
Which 3 options should a data architect recommend to share data between Org A and Org B?
Choose 3 answers.
- A. Develop an Apex class that pushes opportunity data between orgs daily via the Apex schedule.
- B. Install a 3rd party AppExchange tool to handle the data sharing
- C. Use Salesforce Connect and the cross-org adapter to visualize Opportunities into external objects
- D. Leverage middleware tools to bidirectionally send Opportunity data across orgs.
- E. Leverage Heroku Connect and Heroku Postgres to bidirectionally sync Opportunities.
Answer: A,C,D
NEW QUESTION # 67
UC has millions of case records with case history and SLA dat
a. UC's compliance team would like historical cases to be accessible for 10 years for Audit purpose.
What solution should a data architect recommend?
- A. Purchase more data storage to support case object
- B. Use a custom object to store archived case data.
- C. Use a custom Big object to store archived case data.
- D. Archive Case data using Salesforce Archiving process
Answer: C
Explanation:
The best solution to store historical cases for 10 years for audit purpose is to use a custom Big object to store archived case data. Big objects are a type of custom object that can store massive amounts of data on the Salesforce platform without affecting performance or storage limits. They also support point-and-click tools, triggers, and Apex code. Big objects can be used for archiving historical data that needs to be retained for compliance or analytics purposes3. Archiving case data using Salesforce Archiving process is not a good option because it only supports archiving cases that are closed for more than one year, and it does not allow customizing the archival criteria or accessing the archived data via Apex or APIs4. Purchasing more data storage to support case object is expensive and may impact performance. Using a custom object to store archived case data is not scalable and may consume a lot of storage space.
NEW QUESTION # 68
UC has one SF org (Org A) and recently acquired a secondary company with its own Salesforce org (Org B). UC has decided to keep the orgs running separately but would like to bidirectionally share opportunities between the orgs in near-real time.
Which 3 options should a data architect recommend to share data between Org A and Org B?
Choose 3 answers.
- A. Leverage Heroku Connect and Heroku Postgres to bidirectionally sync Opportunities.
- B. Install a 3rd party AppExchange tool to handle the data sharing
- C. Use Salesforce Connect and the cross-org adapter to visualize Opportunities into external objects
- D. Leverage middleware tools to bidirectionally send Opportunity data across orgs.
- E. Develop an Apex class that pushes opportunity data between orgs daily via the Apex schedule.
Answer: A,C,D
Explanation:
Leveraging Heroku Connect and Heroku Postgres, middleware tools, or Salesforce Connect and the cross-org adapter are all viable options to share data between Org A and Org B in near-real time3. Installing a 3rd party AppExchange tool may not provide bidirectional sync or may have additional costs. Developing an Apex class that pushes opportunity data between orgs daily via the Apex schedule may not meet the near-real time requirement.
NEW QUESTION # 69
Universal Containers (UC) has a Salesforce org with multiple automated processes defined for group membership processing, UC also has multiple admins on staff that perform manual adjustments to the role hierarchy. The automated tasks and manual tasks overlap daily, and UC is experiencing "lock errors" consistently.
What should a data architect recommend to mitigate these errors?
- A. Ask Salesforce support for additional CPU power.
- B. Enable sharing recalculations.
- C. Remove SOQL statements from Apex Loops.
- D. Enable granular locking.
Answer: D
Explanation:
Enabling granular locking (option A) is the best recommendation to mitigate these errors, as it allows finer control over how records are locked during automated or manual processes, and reduces the chances of lock contention or deadlock. Removing SOQL statements from Apex Loops (option B) is a good practice for improving performance and avoiding governor limits, but it does not directly address the lock errors issue.
Enabling sharing recalculations (option C) is also not relevant for this issue, as it is used to update sharing rules and recalculate access for records. Asking Salesforce support for additional CPU power (option D) is also not a viable solution, as it does not solve the root cause of the lock errors.
NEW QUESTION # 70
Universal Containers (UC) has users complaining about reports timing out or simply taking too long to run What two actions should the data architect recommend to improve the reporting experience? Choose 2 answers
- A. Enable Divisions for large data objects.
- B. Create one skinny table per report.
- C. Index key fields used in report criteria.
- D. Share each report with fewer users.
Answer: B,C
Explanation:
Indexing key fields used in report criteria can speed up the query execution and reduce the report run time. Indexes can be created by Salesforce automatically or manually by request. Creating one skinny table per report can also improve the reporting performance by storing frequently used fields in a separate table that does not include complex formulas or joins.
NEW QUESTION # 71
Universal Containers (UC) is transitioning from Classic to Lightning Experience.
What does UC need to do to ensure users have access to its notices and attachments in Lightning Experience?
- A. Add Notes and Attachments Related List to page Layout in Lighting Experience.
- B. Manually upload Notes in Lighting Experience.
- C. Migrate Notes and Attachment to Enhanced Notes and Files a migration tool
- D. Manually upload Attachments in Lighting Experience.
Answer: C
NEW QUESTION # 72
Universal Containers (UC) owns several Salesforce orgs across a variety of business units. UC management has declared that it needs the ability to report on Accounts and Opportunities from each org in one place. Once the data is brought together into a global view, management would like to use advanced Al-driven analytics on the dataset.
Which tool should a data architect recommend to accomplish this reporting requirement?
- A. Run standard reports and dashboards.
- B. Use Einstein Analytics for multi-org.
- C. Write a Python script to aggregate and visualize the data.
- D. Install a third-party AppExchange tool for multi-org reporting.
Answer: B
NEW QUESTION # 73
NTO has multiple systems across its enterprise landscape including salesforce, with disparate version the customer records.
In salesforce, the customer is represented by the contact object.
NTO utilizes an MDM solution with these attributes:
1. The MDM solution keeps track of customer master with a master key.
2. The master key is a map to the record ID's from each external system that customer data is stored within.
3. The MDM solution provides de-duplication features, so it acts as the single source of truth.
How should a data architect implement the storage of master key within salesforce?
- A. Store the master key on the contact object as an external ID (Field for referential imports)
- B. Create an external object to store the master key with a lookup field to contact.
- C. Store the master key in Heroku postgres and use Heroku connect for synchronization.
- D. Create a custom object to store the master key with a lookup field to contact.
Answer: A
Explanation:
The best way to implement the storage of master key within Salesforce is to store it on the contact object as an external ID field for referential imports. This way, the data architect can use the master key as a unique identifier to match records from different systems and avoid duplicates. The other options are not feasible because they either require additional storage or do not support referential imports.
NEW QUESTION # 74
Northern Trail Outfitter has implemented Salesforce for its associates nationwide, Senior management is concerned that the executive dashboard are not reliable for their real-time decision-making. On analysis , the team the following issues with data entered in Salesforce.
Information in certain records is incomplete.
Incorrect entry in certain fields causes records to be excluded in report fitters.
Duplicate entries cause incorrect counts.
Which three steps should a data architect recommend to address the issues?
- A. Explore third-party data providers to enrich and augment information entered in salesforce.
- B. Leverage Salesforce features, such as validate rules, to avoid incomplete and incorrect records.
- C. Periodically export data to cleanse data and import them back into Salesforce for executive reports.
- D. Build a sales data warehouse with purpose-build data marts for dashboards and senior management reporting.
- E. design and implement data-quality dashboard to monitor and act on records that are incomplete or incorrect
Answer: A,B,D
NEW QUESTION # 75
A customer is operating in a highly reputated industry and is planning to implement SF. The customer information maintained in SF, includes the following:
Personally, identifiable information (PII)
IP restrictions on profiles organized by Geographic location
Financial records that need to be private and accessible only by the assigned Sales associate.
User should not be allowed to export information from Salesforce.
Enterprise security has mandate access to be restricted to users within a specific geography and detail monitoring of user activity. Which 3 Salesforce shield capabilities should a data architect recommend? Choose
3 answers:
- A. Prevent Sales users access to customer PII information
- B. Restrict access to SF from users outside specific geography
- C. Encrypt Sensitive Customer information maintained in SF.
- D. Event monitoring to monitor all user activities
- E. Transaction security policies to prevent export of SF Data.
Answer: B,C,E
Explanation:
The best Salesforce Shield capabilities for the customer are to restrict access to SF from users outside specific geography, implement transaction security policies to prevent export of SF data, and encrypt sensitive customer information maintained in SF. Salesforce Shield is a set of security features that help protect enterprise data on the Salesforce platform. It includes three components: Event Monitoring, Platform Encryption, and Field Audit Trail. Restricting access to SF from users outside specific geography can be done using network-based security features, such as IP whitelisting or VPN. Transaction security policies can be used to define actions or notifications based on user behavior patterns, such as exporting data or logging in from an unknown device. Platform Encryption can be used to encrypt data at rest using a tenant secret key that is controlled by the customer.
NEW QUESTION # 76
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Salesforce Data-Architect certification exam consists of multiple-choice questions and scenarios that test candidates on their ability to apply their knowledge to real-world situations. Data-Architect exam covers a wide range of topics, including data modeling, data integration, data governance, data security, and data quality. Candidates must have a strong understanding of all these areas to succeed in the exam.
Data-Architect Dumps for Salesforce Application Architect Certified Exam Questions and Answer: https://www.actual4test.com/Data-Architect_examcollection.html
Data-Architect Free Exam Study Guide! (Updated 260 Questions): https://drive.google.com/open?id=1UMRGCrUsM0KPmqMOdevHlrIk8iY66GPt