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| Section | Weight | Objectives |
|---|---|---|
| Plan and Prepare Data Connections | 22% | - Plan for data transformation
|
| Establish Governance and Support Published Content | 16% | - Apply governance strategy
|
| Evaluate Current State | 22% | - Evaluate current data structures
|
| Design and Troubleshoot Calculations and Workbooks | 40% | - Optimize workbook performance
|
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NEW QUESTION # 84
A Tableau Next Consultant has created a new semantic model and wants to identify potential metadata gaps that might confuse the Analytics Agent. Which tool provides an automated "Readiness Score" and actionable suggestions to improve the model's clarity for the AI?
Answer: C
Explanation:
Optimize Model is the feature designed to assess semantic models for AI readiness and recommend improvements. Salesforce describes Semantic Model AI Optimization as evaluating model quality, diagnosing problems, and supplying guided remediation that improves reliability for Tableau Agent. After the feature is enabled, an Optimize Model indicator appears in Semantic Model Builder and shows the model's AI-readiness strength.
Opening the Optimize Model panel provides a breakdown of AI-readiness indicators together with recommended corrective actions. The rating is recalculated as the semantic model changes, allowing consultants to iteratively improve metadata, structure, and agent compatibility.
Q & A Calibration serves a different purpose: it tests representative natural-language questions and helps calibrate how Tableau Agent responds. Business Preferences provide explicit business context and rules, such as how ambiguous terminology should be interpreted. Neither performs the automated holistic readiness evaluation described in the question.
References/Topics: Data Setup - > Semantic Model AI Optimization - > Optimize Model - > AI-Readiness Strength - > Recommended Actions.
NEW QUESTION # 85
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 # 86
Cloud Kicks (CK) is designing a unified Customer 360 semantic data model (SDM). CK requires strict row level security (RLS) so that regional sales managers can only query and view accounts within their assigned territories. What is the recommended best practice for enforcing this security requirement in Tableau Next?
Answer: A
Explanation:
Tableau Next row-level security should be implemented through Data 360 governance policies, making B correct. Salesforce explicitly states that for Data 360 DLOs and DMOs, record-level security is defined through Data 360 policies. Tableau Next dashboards and visualizations built on those objects then inherit the enforced data visibility.
For example, the account dataset can include an attribute identifying the responsible territory or regional manager. A Data Governance access policy can evaluate the current user's relevant attributes and restrict returned records accordingly. Because security is enforced below the semantic and visualization layers, the same rules consistently protect dashboards, metrics, Tableau Agent queries, and other downstream consumers.
Option A describes the traditional Tableau USERNAME() pattern, but current Tableau Next guidance explicitly states that native user functions such as USERNAME() aren't the preferred/current RLS implementation for this architecture. Option C creates serious scalability, maintenance, and consistency problems and violates centralized governance principles.
The architectural rule is: define security as close to the governed data layer as possible so every downstream analytical experience inherits the same policy.
References/Topics: Data Setup - > Data 360 Governance - > Row-Level Security - > Access Policies - > Data Object Security.
NEW QUESTION # 87
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: C
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 # 88
Cloud Kicks (CK) has created Tableau Next dashboards and visualizations in a sandbox. These assets rely on new semantic models also developed in the same sandbox. CK's Tableau Next Consultant plans to use a data kit to deploy all assets to the production org. During the data kit creation process, they added the dashboards and visualizations. Which step must the consultant perform to ensure the deployment succeeds?
Answer: C
Explanation:
When Tableau Next assets and their semantic-model dependencies are deployed through a Data Kit, the consultant must explicitly review and correct the publishing sequence. Salesforce documents a minimum dependency sequence of Semantic Models - > Workspaces - > Visualizations - > Dashboards. This ordering is mandatory because visualizations depend on both semantic models and workspaces, while dashboards depend on their visualizations. Salesforce specifically warns that deployment can fail if the publishing sequence isn't reviewed and updated appropriately.
Selecting DevOps is part of creating the deployment Data Kit, but it does not automatically resolve every dependency sequence, making B insufficient. Salesforce notes that the default sequence can be based on asset creation dates and therefore might not match the required dependency order. A is also incorrect because semantic models and Tableau Next assets can be included in a Data Kit deployment to a production home org; deploying the semantic model separately through a change set is not the required approach.
References/Topics: Managing Workspaces and Orgs - > Data Kits - > DevOps Deployment - > Publishing Sequence - > Dependency Management.
NEW QUESTION # 89
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