---
schema_version: "1"
id: 6821f84ddc0aae69f0eb909e1d1d9ba967e015d564de282f11ea2ea7b4c1fbf7
title: Optimize and Prepare Semantic Models for AI in Tableau Next
collection: admin
version: current
locale: en-us
portal_url: https://docs.salesforce.com/admin/current/en-us/analytics/264-0-0/tua_data_sdm_validate.md
canonical_url: https://help.salesforce.com/s/articleView?id=analytics.tua_data_sdm_validate.htm&release=264.0.0&type=5
source_site: help.salesforce.com
content_type: documentation
content_hash: 7ab392e47bbd4d544ac5d3f54de0271cdd93a9a39d38626c470ba1aa97329875
description: Optimize semantic models for best performance and calibrate them to prepare for collaboration with AI agents.
products:
  - Data 360
release: "264"
---
# Optimize and Prepare Semantic Models for AI in Tableau Next

Optimize semantic models for best performance and calibrate them to prepare for collaboration with AI agents.

### Required Editions

<table class="slds-table slds-table_bordered slds-max-medium-table_stacked slds-m-bottom_small edition"><colgroup><col></colgroup><tbody><tr class=""><td class="slds-cell-wrap" style="vertical-align:top;"><a href="https://help.salesforce.com/s/articleView?id=analytics.tua_editions.htm&amp;language=en_US" target="_blank">View supported editions.</a></td></tr></tbody></table>

<table class="slds-table slds-table_bordered slds-max-medium-table_stacked slds-m-bottom_small permission">
        <colgroup>
          <col style="width:50%">
          <col style="width:50%">
        </colgroup>
        <thead class="slds-text-title_caps ">
          <tr class="">
            <th scope="colgroup" class="slds-cell-wrap" colspan="2" style="text-align:center;vertical-align:top;" id="d7041e56">User Permissions Needed</th>
          </tr>
        </thead>
        <tbody>
          <tr class="">
            <td data-label="User Permissions Needed" class="slds-cell-wrap" style="vertical-align:top;" headers="d7041e56 ">To validate and optimize semantic models in Tableau Next: </td>

            <td class="slds-cell-wrap" style="vertical-align:top;" headers="d7041e56 ">Tableau Unmetered Platform Analyst or Tableau Next Platform Analyst permission
              set</td>

          </tr>
        </tbody>
      </table>

## Semantic Model Optimization and Calibration in Tableau Next

- [Semantic Model AI Optimization](https://help.salesforce.com/s/articleView?id=analytics.tua_data_sdm_model_opt.htm&type=5&language=en_US)
- [AI-Generated Descriptions in Semantic Models](https://help.salesforce.com/s/articleView?id=analytics.tua_data_sdm_desc_gen.htm&type=5&language=en_US)
- [Use Q&A Calibration to Improve Accuracy in Tableau Agent](https://help.salesforce.com/s/articleView?id=analytics.tua_data_sdm_qa_calibration.htm&type=5&language=en_US)

## Tableau Agent in Tableau Next

- [Semantic Foundations for Agentforce in Tableau Next](https://help.salesforce.com/s/articleView?id=analytics.tua_ai_agentforce_foundation.htm&type=5&language=en_US)
- [About Conversational Analytics in Tableau Agent](https://help.salesforce.com/s/articleView?id=analytics.tua_metric_questions.htm&type=5&language=en_US)