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| Section | Weight | Objectives |
|---|---|---|
| Managing Workspaces & Orgs | 10% | - Workspace and Asset Management
|
| Agentic Experiences | 25% | - Generative AI
|
| Basic Setup & Admin | 10% | - Tableau Next Setup
|
| Embedding, Cross-Cloud, & Interoperability | 20% | - Tableau Next Apps and Marketplace
|
| Data Setup | 20% | - Data Architecture and Processing
|
| Visualizations & Dashboards | 15% | - Dashboard Actions
|
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NEW QUESTION # 13
A Tableau Next Consultant has completed all the required Salesforce setup steps for Agentforce for Analytics in Slack. However, when the consultant tests it in Slack, they're not seeing the Agentforce icon on a Tableau Next metric card. The consultant confirms that the agent is built from the Analytics and Visualization template and uses the Data Analysis subagent. What is an additional criteria that must be met for the icon to appear?
Answer: C
Explanation:
The Analytics and Visualization Agent must be installed in Slack and enabled for the workspace. Creating the agent from the correct template and including the Data Analysis subagent is necessary, but those steps alone do not expose the conversational experience on Slack metric or dashboard cards.
Salesforce documents several criteria that Slack checks before displaying the Ask Agentforce for Analytics capability. The qualifying Analytics and Visualization agent must be installed and enabled in the Slack workspace, use the Data Analysis subagent, originate from the same Salesforce org as the shared Tableau Next asset, and be accessible to the user through the relevant agent permissions.
A Personal Org is not required; in fact, conversational analytics has specific Personal Org limitations. Nor must an administrator initiate Tableau Agent on behalf of ordinary users. Properly licensed and authorized users can invoke it themselves.
This question tests the distinction between configuring an agent inside Salesforce and actually making that agent available through an external collaboration surface such as Slack.
References/Topics: Embedding, Cross-Cloud, and Interoperability - > Integrate Analytics Across Platforms -
> Tableau Next in Slack - > Enable Tableau Agent in Slack.
NEW QUESTION # 14
A Tableau Next Consultant has enabled Acceleration for a connected data source, which is configured to refresh data as frequently as every 15 minutes. However, records that have been deleted from the source system are still appearing in Tableau Next 30 minutes later. What is the most likely reason for this behavior?
Answer: B
Explanation:
When Acceleration for Data Connections is enabled, Tableau Next temporarily caches external-source data in Data 360 to reduce runtime latency and improve query performance. Two refresh approaches are available:
Full Refresh and Incremental Refresh. Salesforce explicitly states that an incremental refresh processes records that have been added or changed since the previous refresh but does not update deleted data.
Therefore, records removed from the source can remain present in the accelerated cache even after several incremental refresh cycles.
This explains why the 15-minute frequency does not solve the issue. Frequency controls how often incremental processing occurs; it does not change what the incremental algorithm processes. Option A incorrectly attributes the behavior to ordinary cache latency. Option C is also too broad because acceleration itself supports deletion synchronization when a Full Refresh is used. A full refresh removes the existing cached dataset and replaces it with the current source dataset.
References/Topics: Data Setup - > Data Connections - > Acceleration - > Full versus Incremental Refresh -
> Cache Refresh Method.
NEW QUESTION # 15
A Tableau Next Consultant successfully creates a calculated field using Data Connection and Analytics Creation Subagent involving a Sales data model object (DMO) and Customer DMO. However, when attempting a similar calculation involving a Territory DMO, Data Pro fails. What is the most likely cause?
Answer: A
Explanation:
Data Pro-now increasingly referred to under Semantic Modeling functionality-depends on relationships already defined between the data model objects participating in a generated calculated field. Salesforce explicitly states that a predefined relationship must exist between DMOs for Data Pro to create a calculated field spanning those objects. The agent cannot construct a valid cross-object calculation when the required relationship does not exist.
Therefore, if calculations involving Sales and Customer work but introducing Territory causes the operation to fail, the most likely issue is that Territory is not relationally connected to the relevant objects.
Good metadata and field descriptions improve semantic clarity and AI accuracy, but insufficient descriptions are not the hard technical prerequisite being tested. Likewise, Salesforce does not document a general two- DMO maximum corresponding to option C.
The broader architectural principle is that generative semantic-model functionality does not replace proper data modeling. AI features consume the semantic model's existing object structure, metadata, and relationships. Consultants must establish valid relationships before expecting Tableau Agent to synthesize calculations involving fields from multiple objects.
References/Topics: Data Setup - > Semantic Models - > DMO Relationships - > AI-Generated Calculated Fields - > Data Pro/Semantic Modeling.
NEW QUESTION # 16
A Tableau Next Consultant wants to programmatically update the color schema of a Tableau Next visualization. Which tool is most appropriate to meet this requirement?
Answer: B
Explanation:
The Tableau Next Connect REST API is the appropriate interface when a developer or consultant needs to programmatically configure or update Tableau Next visualization assets. Salesforce documents that the API supports creating and updating visualizations and workspaces and exposes dedicated visualization resources through the /tableau/visualizations endpoints.
Because visualization appearance and configuration are properties of the visualization asset, a programmatic modification to its color configuration belongs to the Tableau Next REST API development surface.
The Semantic Layer DX VS Code Extension is focused on semantic-layer development and metadata associated with semantic models; it is not the primary API for editing visualization presentation properties.
Salesforce CLI is an extensible deployment and administration tool, but it is not the dedicated Tableau Next runtime interface for modifying visualization configuration.
Salesforce's Tableau Next development documentation explicitly positions the Connect REST APIs as the developer interface for configuring and managing Tableau Next visualizations and workspaces. The API therefore provides the correct abstraction when visualization changes must be automated, integrated into an application, or performed through code.
References/Topics: Embedding, Cross-Cloud, and Interoperability - > Tableau Next Development - > Connect REST API - > Visualization Resources.
NEW QUESTION # 17
A Tableau Next Consultant is asked to configure proactive alerts for executives. Which delivery channels are supported?
Answer: A
Explanation:
Tableau Next proactive alerts support delivery through Slack and Email, making option A the correct choice.
The purpose of proactive alerting is to notify users when an important metric condition is met without requiring them to continually open dashboards and check the metric manually. Supporting collaboration and messaging channels allows the alert to reach executives in the tools they already monitor.
SMS-only delivery is not the supported model described here, and Microsoft Teams is not the exclusive proactive-alert channel. The alerting workflow is tied to Tableau Next metrics and the configured notification integrations. Once the metric, alert condition, and delivery configuration are in place, users can receive timely notification when the monitored value crosses the defined condition.
From an implementation perspective, consultants should confirm that the required alerting capability is enabled, that users can access the metric, and that the organization's Slack and email notification configuration is available. The analytical rule remains defined against the governed metric, while the selected channel determines how the resulting notification reaches the user.
References/Topics: Agentic Experiences - > Proactive Data Alerts - > Slack and Email Delivery.
NEW QUESTION # 18
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