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Salesforce Analytics-Con-202 Exam Syllabus Topics:

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

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                                            Salesforce Certified Tableau Next Consultant Sample Questions (Q33-Q38):

                                            NEW QUESTION # 33
                                            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: B

                                            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 # 34
                                            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: B

                                            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 # 35
                                            A Tableau Next Consultant is advising a customer on when to use Tableau Agent versus building a traditional Tableau Next dashboard. Which scenario is the best fit for Tableau Agent?

                                            Answer: C

                                            Explanation:
                                            Tableau Agent is optimized for conversational, exploratory analytics in which a business user asks natural- language questions and receives grounded answers and visualizations. A request such as, "What are my top accounts by Annual Contract Value this quarter?" maps directly to Tableau Agent's supported descriptive- analysis capabilities. Salesforce explicitly lists Top-N questions, aggregations, dimensional breakdowns, comparisons, and other business-oriented analytical questions among the supported conversational patterns.
                                            A fixed monthly-close report for a board is better represented by a governed dashboard or reporting asset because its structure, presentation, and recurring content are predetermined. Likewise, Tableau Agent is not positioned as a general-purpose data-science workflow development environment.
                                            The architectural distinction is important for the exam: dashboards provide curated, repeatable analytical experiences, whereas Tableau Agent adds an interactive conversational layer over semantic models. It translates the user's business question into semantic analytical operations and returns contextual text and visual output.
                                            References/Topics: Agentic Experiences - > Analyze and Share Data in Tableau Next - > About Conversational Analytics - > Supported Questions and Surfaces.


                                            NEW QUESTION # 36
                                            Cloud Kicks (CK) uses CRM Analytics (CRMA) for operational embedded reporting within its Agentforce Sales console and Tableau Cloud for historical deep- dive executive dashboards. CK is now evaluating the addition of Tableau Next to its analytics architecture. Which statement accurately describes the distinct positioning benefit of adding Tableau Next to this multi- platform ecosystem?

                                            Answer: C

                                            Explanation:
                                            Tableau Next's distinctive value is its agentic, conversational, and actionable analytics layer, so C is correct.
                                            Salesforce positions Tableau Next as an end-to-end agentic analytics platform combining Tableau analytics, Agentforce AI, and the Data 360 semantic layer. It enables users to ask freeform analytical questions, receive grounded text and visual answers, obtain proactive insights, and initiate actions where work occurs.
                                            The platform is therefore complementary to existing analytical investments. Tableau Cloud can continue supporting sophisticated traditional analytics and executive exploration, while CRM Analytics can continue supporting embedded Salesforce analytical use cases. Tableau Next introduces a governed semantic and agentic layer that makes data conversational and actionable.
                                            Option A is too absolute. Salesforce interoperability capabilities explicitly support connecting Tableau Cloud to Tableau Semantics, illustrating coexistence rather than mandatory replacement. Option B also mischaracterizes Published Data Source integration: Tableau Next can build semantic models directly from supported Tableau Cloud PDS content; its purpose is not merely extraction into DMOs.
                                            References/Topics: Embedding, Cross-Cloud, and Interoperability - > Tableau Next Positioning - > Tableau Agent - > Tableau Cloud and CRM Analytics Coexistence.


                                            NEW QUESTION # 37
                                            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 # 38
                                            ......

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