Unique Top-selling Data-Architect Exams - New 2023 Salesforce Pratice Exam
Salesforce Application Architect Dumps Data-Architect Exam for Full Questions - Exam Study Guide
Salesforce Certified Data Architect exam is a challenging and comprehensive test that evaluates a candidate's expertise in various areas of data architecture. Data-Architect exam covers topics such as data modeling, data integration, data governance, data security, data migration, and data quality. Data-Architect exam consists of 60 multiple-choice questions and has a duration of 120 minutes. A passing score of 70% or higher is required to obtain the certification.
Salesforce Data-Architect certification is an excellent way for professionals to demonstrate their expertise in Salesforce data architecture and management, and to enhance their career prospects in the Salesforce ecosystem. It is a challenging certification that requires a significant investment of time and effort, but it is also highly rewarding for those who are passionate about data architecture and management.
Salesforce Data-Architect Certification Exam is a rigorous test that requires a deep understanding of Salesforce data architecture concepts, best practices, and implementation strategies. Data-Architect exam is designed to test the candidate's knowledge of how to design, implement, and manage complex data architectures within the Salesforce platform. Data-Architect exam covers topics such as data modeling, data integration, data migration, data governance, and data security.
NEW QUESTION # 11
Cloud Kicks has the following requirements:
* Their Shipment custom object must always relate to a Product, a Sender, and a Receiver (all separate custom objects).
* If a Shipment is currently associated with a Product, Sender, or Receiver, deletion of those records should not be allowed.
* Each custom object must have separate sharing models.
What should an Architect do to fulfill these requirements?
- A. Create two Master-Detail and one Lookup relationship to the parent records.
- B. Create a Master-Detail relationship to each of the three parent records.
- C. Create a required Lookup relationship to each of the three parent records.
- D. Associate the Shipment to each parent record by using a VLOOKUP formula field.
Answer: C
NEW QUESTION # 12
UC has been using SF for 10 years. Lately, users have noticed, that the pages load slowly when viewing Customer and Account list view.
To mitigate, UC will implement a data archive strategy to reduce the amount of data actively loaded.
Which 2 tasks are required to define the strategy? Choose 2 answers:
- A. Identify how the archive data will be accessed and used.
- B. Identify the data retention requirements
- C. Identify the recovery point objective.
- D. Identify the recovery time objective.
Answer: A,B
Explanation:
The two tasks required to define the data archive strategy are to identify how the archive data will be accessed and used, and identify the data retention requirements. Data archiving is the process of moving infrequently used or historical data from active storage to a separate storage location for long-term retention. Data archiving can improve performance, reduce storage costs, and comply with legal or regulatory obligations. To define a data archive strategy, a data architect needs to consider how the archived data will be accessed and used by different users or processes in Salesforce or outside Salesforce, and how long the archived data needs to be retained based on business or legal requirements.
NEW QUESTION # 13
Universal Containers has a custom object with millions of rows of data.
When executing SOQL queries, which three options prevent a query from being selective? (Choose three.)
- A. Performing large loads and deletions.
- B. Using a custom index on a deterministic formula field.
- C. Using leading % wildcards.
- D. Using NOT and != operators.
- E. Using trailing % wildcards.
Answer: B,C,D
NEW QUESTION # 14
A large multinational B2C Salesforce customer is looking to implement their distributor management application is Salesforce. the application has the following capabilities:
1.Distributor create sales order in salesforce
2.Sales order are based on product prices applicable to their region
3. Sales order are closed once they are fulfilled
4. It is decided to maintain the order in opportunity object
How should the data architect model this requirement?
- A. Manually update Opportunities with Prices application to distributors.
- B. Add custom fields in Opportunity and use triggers to update prices.
- C. Configure price Books for each region and share with distributors.
- D. Create lookup to Custom Price object and share with distributors.
Answer: C
Explanation:
According to the Salesforce documentation, an opportunity is a standard object that represents a potential sale or deal with an account or contact. An opportunity can have products and prices associated with it using price books. A price book is a standard object that contains a list of products and their prices for different regions, currencies, segments, etc. A price book can be shared with different users or groups based on their visibility and access settings.
To model the requirement of implementing a distributor management application in Salesforce, where distributors create sales orders based on product prices applicable to their region, and sales orders are closed once they are fulfilled, a data architect should:
Configure price books for each region and share with distributors (option B). This means creating different price books for different regions with the appropriate products and prices, and sharing them with the distributors who belong to those regions. This way, distributors can create sales orders (opportunities) using the price books that are relevant to their region.
Creating a lookup to Custom Price object and sharing with distributors (option A) is not a good solution, as it can introduce unnecessary complexity and redundancy to the data model. It is better to use standard objects and features that are designed for managing products and prices in Salesforce. Manually updating opportunities with prices applicable to distributors (option C) is also not a good solution, as it can be time-consuming, error-prone, and inefficient. It is better to use automation tools or features that can update prices based on predefined criteria or logic. Adding custom fields in opportunity and using triggers to update prices (option D) is also not a good solution, as it can be complex, costly, and difficult to maintain. It is better to use standard fields and features that can handle prices more effectively.
NEW QUESTION # 15
Universal Containers (UC) has 1,000 accounts and 50,000 opportunities. UC has an enterprise security requirement to export all sales data outside of Salesforce on a weekly basis. The security requirement also calls for exporting key operational data that includes events such as file downloads, logins, logouts, etc. Which two recommended approaches would address the above requirement?
- A. Use Field Audit History to capture operational data and extract it to on-premise systems.
- B. Use Event Monitoring to extract event data to on-premise systems.
- C. Use a custom built extract job to extract operational data to on-premise systems.
- D. Use Weekly Export to extract transactional data to on-premise systems.
Answer: C
NEW QUESTION # 16
North Trail Outfitters (NTD) is in the process of evaluating big objects to store large amounts of asset data from an external system. NTO will need to report on this asset data weekly.
Which two native tools should a data architect recommend to achieve this reporting requirement?
- A. Standard reports and dashboards
- B. Async SOQL with a custom object
- C. Einstein Analytics
- D. Standard SOQL queries
Answer: B,C
NEW QUESTION # 17
An architect has been asked by a client to develop a solution that will integrate data and resolve duplicates and discrepancies between Salesforce and one or more external systems. What two factors should the architect take into consideration when deciding whether or not to use a Master Data Management system to achieve this solution?
Choose 2 answers
- A. Whether the systems are cloud -based or on -premise.
- B. Whether the system of record changes for different tables.
- C. Whether or not Salesforce replaced a legacy CRM.
- D. The number of systems that are integrating with each other.
Answer: B,D
NEW QUESTION # 18
UC has migrated its Back-office data into an on-premise database with REST API access. UC recently implemented Sales cloud for its sales organization. But users are complaining about a lack of order data inside SF.
UC is concerned about SF storage limits but would still like Sales cloud to have access to the data.
Which design patterns should a data architect select to satisfy the requirement?
- A. Migrate and persist the data in SF to take advantage of native functionality.
- B. Develop a bidirectional integration between the on-premise system and Salesforce.
- C. Build a UI for the on-premise system and iframe it in Salesforce
- D. Use SF Connect to virtualize the data in SF and avoid storage limits.
Answer: D
Explanation:
The best design pattern to satisfy the requirement of accessing order data from an on-premise database with REST API access without consuming SF storage limits is to use SF Connect to virtualize the data in SF and avoid storage limits. SF Connect is an integration tool that allows users to access and integrate data from external sources using external objects. External objects are similar to custom objects, except that the data resides in another system and is accessed in real time via web service callouts. SF Connect supports various adapters to connect to different types of external data sources, such as OData, cross-org, or Apex custom adapter11. Migrate and persist the data in SF to take advantage of native functionality is not a good option because it would consume SF storage limits and require data synchronization between systems. Develop a bidirectional integration between the on-premise system and Salesforce is not a good option because it would be complex and costly to implement and maintain, and it would also consume SF storage limits. Build a UI for the on-premise system and iframe it in Salesforce is not a good option because it would not provide a seamless user experience and it would not allow users to search, report, or perform actions on the external data.
NEW QUESTION # 19
Northern Trail Outfitters (NTO) has the following systems:
Customer master-source of truth for customer information
Service cloud-customer support
Marketing cloud-marketing support
Enterprise data warehouse-business reporting
The customer data is duplicated across all these system and are not kept in sync. Customers are also complaining that they get repeated marketing emails and have to call into update their information.
NTO is planning to implement master data management (MDM) solution across the enterprise.
Which three data will an MDM tool solve?
Choose 3 answers
- A. Data completeness
- B. Data standardization
- C. Data accuracy and quality
- D. Data duplication
- E. Data loss and recovery
Answer: B,C,D
NEW QUESTION # 20
A customer wants to maintain geographic location information including latitude and longitude in a custom object. What would a data architect recommend to satisfy this requirement?
- A. Create formula fields with geolocation function for this requirement.
- B. Create a geolocation custom field to maintain this requirement
- C. Recommend app exchange packages to support this requirement.
- D. Create custom fields to maintain latitude and longitude information
Answer: D
NEW QUESTION # 21
UC has been using SF for 10 years. Lately, users have noticed, that the pages load slowly when viewing Customer and Account list view.
To mitigate, UC will implement a data archive strategy to reduce the amount of data actively loaded.
Which 2 tasks are required to define the strategy? Choose 2 answers:
- A. Identify how the archive data will be accessed and used.
- B. Identify the data retention requirements
- C. Identify the recovery point objective.
- D. Identify the recovery time objective.
Answer: A,B
NEW QUESTION # 22
For a production cutover, a large number of Account records will be loaded into Salesforce from a legacy system. The legacy system does not have enough information to determine the Ownership for these Accounts upon initial load. Which two recommended options assign Account ownership to mitigate potential performance problems?
- A. Let a "system user" own all the Account records without assigning any role to this user in Role Hierarchy.
- B. Let the VP of the Sales department, who will report directly to the senior VP, own all the Account records.
- C. Let a "system user" own all the Account records and make this user part of the highest-level role in the Role Hierarchy.
- D. Let a "system user" own the Account records and assign this user to the lowest-level role in the Role Hierarchy.
Answer: A,D
Explanation:
The two recommended options to assign Account ownership to mitigate potential performance problems are to let a "system user" own all the Account records without assigning any role to this user in Role Hierarchy, or to let a "system user" own the Account records and assign this user to the lowest-level role in the Role Hierarchy. This is because these options would reduce the number of sharing calculations and rules that need to be applied to the Account records, and improve the performance and scalability of the system34. The other options are not recommended, as they would increase the sharing complexity and overhead, and potentially expose sensitive data to unauthorized users.
NEW QUESTION # 23
Cloud Kicks currently has a Public Read/Write sharing model for the company's Contacts. Cloud Kicks management team requests that only the owner of a contact record be allowed to delete that contact.
What should an Architect do to meet these requirements?
- A. Set the Sharing settings as Public Read Only for the Contact object.
- B. Check if the current user is NOT the owner by creating a validation rule on the Contact object.
- C. Set the profile of the users to remove delete permission from the Contact object.
- D. Check if the current user is NOT the owner by creating a "before delete" trigger.
Answer: D
NEW QUESTION # 24
Universal Container (UC) stores 10 million rows of inventory data in a cloud database, As part of creating a connected experience in Salesforce, UC would like to this inventory data to Sales Cloud without a import. UC has asked its data architect to determine if Salesforce Connect is needed.
Which three consideration should the data architect make when evaluating the need for Salesforce Connect?
- A. You have a large amount of data that you don't want to copy into your Salesforce org.
- B. You have a large amount of data and would like to copy subsets of it into Salesforce.
- C. You want real-time access to the latest data, from other systems.
- D. You need to expose data via a virtual private connection.
- E. You need to small amounts of external data at any one time.
Answer: A,C,E
Explanation:
The correct answer is A, D, and E. The data architect should consider these three factors when evaluating the need for Salesforce Connect: You want real-time access to the latest data from other systems, you have a large amount of data that you don't want to copy into your Salesforce org, and you need to small amounts of external data at any one time. These factors indicate that Salesforce Connect is a suitable solution for creating a connected experience in Salesforce without importing inventory data from a cloud database. Salesforce Connect allows Salesforce to access external data via OData or custom adapters without storing it in Salesforce, which reduces storage costs and ensures data freshness. Salesforce Connect also supports pagination and caching to optimize performance when accessing small amounts of external data at any one time. Option B is incorrect because if you have a large amount of data and would like to copy subsets of it into Salesforce, you may not need Salesforce Connect but rather use other tools such as Data Loader or API integration. Option C is incorrect because if you need to expose data via a virtual private connection, you may not need Salesforce Connect but rather use other tools such as VPN or VPC peering.
NEW QUESTION # 25
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. Migrate Notes and Attachment to Enhanced Notes and Files a migration tool
- B. Manually upload Attachments in Lighting Experience.
- C. Add Notes and Attachments Related List to page Layout in Lighting Experience.
- D. Manually upload Notes in Lighting Experience.
Answer: A
NEW QUESTION # 26
Universal Containers (UC) has implemented Sales Cloud for its entire sales organization, UC has built a custom object called projects_c that stores customers project detail and employee bitable hours.
The following requirements are needed:
A subnet of individuals from the finance team will need to access to the projects object for reporting and adjusting employee utilization.
The finance users will not access to any sales objects, but they will need to interact with the custom object.
Which license type a data architect recommend for the finance team that best meets the requirements?
- A. Lighting platform plus
- B. Light Platform Start
- C. Sales Cloud
- D. Service Cloud
Answer: B
NEW QUESTION # 27
Universal Containers has more than 10 million records in the Order_c object. The query has timed out when running a bulk query. What should be considered to resolve query timeout?
- A. Tooling API
- B. Streaming API
- C. PK Chunking
- D. Metadata API
Answer: C
NEW QUESTION # 28
Universal Containers uses Apex jobs to create leads in Salesforce. The business team has requested that lead creation failures should be reported to them.
Which option does Apex provide to report errors from this Apex job?
- A. Use Apex services to email failures to business when error occurs.
- B. Save Apex errors in a custom object, and allow access to this object for reporting.
- C. Use Custom Object to store leads, and allow unprocessed leads to be reported.
- D. Use AppExchange package to clean lead information before Apex job processes them.
Answer: A
NEW QUESTION # 29
Universal Containers (UC) is facing data quality issues where Sales Reps are creating duplicate customer accounts, contacts, and leads. UC wants to fix this issue immediately by prompting users about a record that possibly exists in Salesforce. UC wants a report regarding duplicate records. What would be the recommended approach to help UC start immediately?
- A. Create a duplicate rule for account, lead, and contact, use standard matching rules for these objects, and set the action to block for both creates and edits.
- B. Create an after insert and update trigger on the account, contact and lead, and send an error if a duplicate is found using a custom matching criteria.
- C. Create a before insert and update trigger on account, contact, and lead, and send an error if a duplicate is found using a custom matching criteria.
- D. Create a duplicate rule for account, lead, and contact, use standard matching rules for these objects, and set the action to report and alert for both creates and edits.
Answer: D
Explanation:
Creating a duplicate rule for account, lead, and contact, using standard matching rules for these objects, and setting the action to report and alert for both creates and edits can help UC fix the issue immediately by prompting users about a record that possibly exists in Salesforce. This can also generate a report regarding duplicate records that can be used for further analysis and resolution
NEW QUESTION # 30
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. Wave Analytics
- B. Setup Audit Trails
- C. AppExchange Apps
- D. Weekly Snapshots
Answer: A,C
NEW QUESTION # 31
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. Setup Audit Trails
- B. Einstein Analytics
- C. AppExchange Apps
- D. Weekly Snapshots
Answer: B,C
NEW QUESTION # 32
Universal Containers has provided a web order form for its customer and has noticed invalid data coming in on orders.
What should be used to mitigate this problem?
- A. Validation Rules
- B. Formatted Fields
- C. Work Flow Rules
- D. Apex Trigger
Answer: A
NEW QUESTION # 33
Universal Containers keeps its Account data in Salesforce and its Invoice data in a third -party ERP system. They have connected the Invoice data through a Salesforce external object. They want data from both Accounts and Invoices visible in one report in one place. What two approaches should an architect suggest for achieving this solution? Choose 2 answers
- A. Create a report in an external system combining Salesforce Account data and Invoice data from the ERP.
- B. Create a separate Salesforce report for Accounts and Invoices and combine them in a dashboard.
- C. Create a report combining data from the Account standard object and the Invoices external object.
- D. Create a Visualforce page combining Salesforce Account data and Invoice external object data.
Answer: A,D
Explanation:
Creating a report in an external system combining Salesforce Account data and Invoice data from the ERP, and creating a Visualforce page combining Salesforce Account data and Invoice external object data are two approaches that an architect can suggest for achieving this solution. Both of these approaches can display data from both Accounts and Invoices in one place, using either an external reporting tool or a custom web page. Creating a report combining data from the Account standard object and the Invoices external object is not possible because Salesforce does not support reporting on external objects. Creating a separate Salesforce report for Accounts and Invoices and combining them in a dashboard is not ideal because it will not show the data in one report, but rather in two separate components.
NEW QUESTION # 34
Universal Containers (UC) wants to store product data in Salesforce, but the standard Product object does not support the more complex hierarchical structure which is currently being used in the product master system. How can UC modify the standard Product object model to support a hierarchical data structure in order to synchronize product data from the source system to Salesforce?
- A. Create a custom master-detail field on the standard Product to reference the child record in the hierarchy.
- B. Create a custom lookup field on the standard Product to reference the parent record in the hierarchy.
- C. Create an Apex trigger to synchronize the Product Family standard picklist field on the Product object.
- D. Create a custom lookup filed on the standard Product to reference the child record in the hierarchy.
Answer: B
NEW QUESTION # 35
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