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Salesforce Analytics-Con-202 Exam Syllabus Topics:

SectionWeightObjectives
Embedding, Cross-Cloud, & Interoperability20%- Cross-Platform Workflows
  • 1. Surface Tableau Next assets within user workflows across platforms
    - Developer Tools and APIs
    • 1. Tools and APIs available for developers
      - Salesforce Analytics Integration
      • 1. Tableau Next integration with Salesforce analytics platforms
        - Tableau Next Apps and Marketplace
        • 1. Marketplace offerings
          • 2. Tableau Next Apps for Salesforce
            Visualizations & Dashboards15%- Visualization and Dashboard Design
            • 1. Visualization and dashboarding best practices
              • 2. Design user-friendly Tableau Next assets
                - Dashboard Actions
                • 1. Configure actions within Tableau Next
                  Managing Workspaces & Orgs10%- Personal Org
                  • 1. Deploy and manage a Personal Org
                    - Workspace and Asset Management
                    • 1. Manage and share Tableau Next assets
                      • 2. Deploy Tableau Next assets
                        Data Setup20%- Data Architecture and Processing
                        • 1. Determine the appropriate data architecture or data processing approach
                          - Semantic Models
                          • 1. Components, design, and application of semantic models
                            - Data 360
                            • 1. Data integration, management, preparation, and modeling
                              Agentic Experiences25%- Analytics Agent
                              • 1. Explore data and generate insights
                                • 2. Proactive data alerts and notifications
                                  - Generative AI
                                  • 1. Generative AI capabilities for creating Tableau Next components
                                    - Agentic Readiness
                                    • 1. Assess and ensure Agentic readiness
                                      Basic Setup & Admin10%- User Access
                                      • 1. Apply appropriate access to enable users
                                        - Tableau Next Setup
                                        • 1. Activate and manage Tableau Next features
                                          - Agentic Analytics
                                          • 1. Activate Agentic Analytics for users

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                                            Salesforce Certified Tableau Next Consultant Sample Questions (Q81-Q86):

                                            NEW QUESTION # 81
                                            A financial services firm requires its Analytics Agent to consistently provide concise responses and format all currency outputs in Great British Pounds (GBP). Where should a Tableau Next Consultant configure these global formatting and output style rules?

                                            Answer: C

                                            Explanation:
                                            Business Preferences are the semantic-model mechanism for supplying organization-specific instructions and contextual guidance to Tableau Agent. They can define how the analytics agent should interpret business concepts, terminology, and preferred response conventions. Salesforce recommends keeping each Business Preference short, focused, and high-value because these instructions are added to the agent's prompt.
                                            Accordingly, preferences such as "Use GBP when presenting monetary values" or "Keep responses concise" belong in Business Preferences rather than individual field descriptions. A field description explains what a particular semantic field means; it is not the proper location for broadly applicable output behavior. The Einstein Trust Layer addresses AI trust, security, privacy, and governance controls rather than organization- specific response formatting.
                                            References/Topics: Agentic Experiences - > Business Preferences - > Organizational Terminology - > Response Guidance - > Semantic Model Context.


                                            NEW QUESTION # 82
                                            A Tableau Next Consultant has developed a semantic model and downstream assets using the Published Data Source (PDS) connector from Tableau Cloud. Their test end user has the correct permissions and access to the workspace, semantic model, and assets, but is unable to see anything when they open the assets in Tableau Next. What is a potential reason for the lack of visibility?

                                            Answer: B

                                            Explanation:
                                            A semantic model created from a Tableau Cloud Published Data Source remains directly connected to the PDS. Salesforce states that the PDS acts as the external data definition and query source, and the integration does not create a corresponding Data 360 data object. Queries remain federated through the PDS connection.
                                            For users configured in Tableau Cloud, Salesforce further states that record-level security and data access are inherited from the PDS. Consequently, a Tableau Next user can have access to the Tableau Next workspace, semantic model, dashboard, and visualization but still receive no usable data if their Tableau Cloud identity lacks access to the underlying Published Data Source.
                                            Option B is incorrect because a PDS is a direct external connection and isn't represented as a DLO in Data
                                            360. Option C is inconsistent with the scenario because the user already has the required Tableau Next asset permissions and access; moreover, the actual PDS authorization boundary remains relevant independently.
                                            This question tests an important cross-platform rule: Tableau Next asset sharing does not override access controls enforced by the connected Tableau Cloud PDS.
                                            References/Topics: Embedding, Cross-Cloud, and Interoperability - > Published Data Sources - > Tableau Cloud Trust - > PDS Authentication and Governance.


                                            NEW QUESTION # 83
                                            A Tableau Next Consultant needs to migrate a newly developed Tableau Next semantic model and its associated dashboards from a sandbox to the production environment. The two environments are part of the same Salesforce organization hierarchy. Which deployment method should the consultant use to natively move these assets?

                                            Answer: A

                                            Explanation:
                                            Among the listed choices, Inbound and Outbound Change Sets are the appropriate native Salesforce deployment mechanism. Tableau Next supports Salesforce Metadata API-based deployment capabilities, including change sets, for moving Tableau Next workspaces, visualizations, and dashboards between supported sandbox and target organizations. The workflow uses an outbound change set in the source org and an inbound change set in the target org.
                                            The Data 360 Ingestion API is intended for bringing data into Data 360 rather than lifecycle deployment of Tableau Next metadata. The Tableau Cloud Site Migration Tool pertains to Tableau Cloud site migration and is not the Salesforce metadata deployment mechanism described here.
                                            References/Topics: Managing Workspaces and Orgs - > Organize and Deploy Analytical Assets - > Deploy Tableau Next Assets.


                                            NEW QUESTION # 84
                                            A Tableau Next Consultant is working with a retail client's supply chain management team. The warehouse managers complain that they waste hours every week manually logging in and refreshing dashboards just to check if critical inventory levels have dropped below their safety stock limits. Which primary feature should the consultant enable to address this issue?

                                            Answer: C

                                            Explanation:
                                            Inspector Proactive Data Alerts directly solve this requirement because they allow users to define conditions against Tableau Next metrics and receive notifications when those conditions become true. Salesforce describes the capability as allowing users to ask Tableau Agent to alert them when a metric exceeds a value, falls below a threshold, or moves outside an expected range.
                                            For inventory management, the organization could define a metric representing available stock and configure an alert such as: "Alert me when inventory falls below the safety stock level." Inspector evaluates the configured condition and sends notifications through administrator-enabled delivery channels. This removes the need for warehouse managers to repeatedly open and refresh dashboards purely to determine whether intervention is required.
                                            A Data Quality notification addresses issues with data reliability or processing rather than business KPI conditions. A dashboard subscription periodically delivers analytical content but is schedule-driven rather than specifically triggered by a critical inventory condition.
                                            This is the defining distinction between passive dashboards and agentic analytics: Proactive Alerts monitor an explicitly defined metric condition and surface actionable information when attention is required.
                                            References/Topics: Agentic Experiences - > Inspector - > Proactive Data Alerts - > Metric Conditions - > Threshold-Based Notifications.


                                            NEW QUESTION # 85
                                            A mature Tableau customer wants to use the Analytics Agent in Tableau Next. However, they have heavily invested in complex data models and calculations within Tableau Cloud Published Data Sources (PDSs) and refuse to rebuild this logic from scratch in Data 360. How should a Tableau Next Consultant meet this requirement using native interoperability?

                                            Answer: B

                                            Explanation:
                                            Tableau Next provides native interoperability with Tableau Cloud Published Data Sources (PDSs). Salesforce allows a consultant to create a Data 360 semantic model by connecting directly to an existing PDS after establishing the required trust between the Salesforce org and Tableau Cloud site.
                                            The PDS remains the external data definition and query source. Tableau Next inherits fields such as their names and data types, and the semantic model can then be enriched with calculated fields, metrics, descriptions, and business context. Critically, Salesforce states that this approach allows organizations to use existing Tableau content without data or metadata migration.
                                            That precisely addresses the customer's concern about preserving substantial prior investment in Tableau Cloud modeling and calculations.
                                            Options A and B introduce mechanisms that are not the native Tableau Next interoperability pattern documented for PDS reuse. There is no requirement to translate the PDS into Snowflake SQL or convert it into a CRM Analytics recipe.
                                            This architecture enables Tableau Next to extend rather than replace mature Tableau investments, while exposing existing governed analytical logic to Tableau Agent.
                                            References/Topics: Embedding, Cross-Cloud, and Interoperability - > Tableau Cloud PDS - > Tableau Semantics - > Create Semantic Model from Published Data Source.


                                            NEW QUESTION # 86
                                            ......

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