# Analytics Agent Readiness and semantic model optimization

*Tableau Next Consultant Study Guide · Agentic Experiences · Last updated November 13, 2026 · https://www.certifyforce.com/study-guide/tableau-next-consultant/agentic-experiences/analytics-agent-readiness-and-semantic-model-optimization*

How to mark a semantic model ready for the Analytics Agent (Tableau Agent), set Primary Name Fields, respect the model features agents support, and use Semantic Model AI Optimization (Beta) and Similar Meanings (Beta) to find and fix description gaps, disconnected objects and ambiguous definitions.

- Certification: Salesforce Tableau Next Consultant
- Exam section: Agentic Experiences
- Study guide: https://www.certifyforce.com/study-guide/tableau-next-consultant

**Official exam objective:**

> Explain how to assess and ensure Agentic readiness.

## What the exam expects

- Explain what the Analytics Agent Readiness property does, how a modeler enables it, and what happens to models without it.
- Configure a Primary Name Field on a table or logical view and tell it apart from the primary key.
- Recognise model features agents cannot use and the description practices that make data values interpretable.
- Enable and read Semantic Model AI Optimization (Beta): the scan, the Optimize Model label, Model Health checks and recalculation.
- Run and resolve Similar Meanings (Beta), including its statuses, review details and scope limits.

Key terms:
- **Analytics Agent Readiness:** a model property marking a semantic model mature and usable by the Analytics Agent.
- **Primary Name Field:** the field that names each record for display in agent answers.
- **Model Health:** the overall AI-readiness rating, Low, Moderate or High, from AI Optimization checks.
- **Similar Meanings (Beta):** an AI scan for definitions that are "two names for one thing" or "the same name for different things".

## Key facts

| Fact | Detail | Source |
|---|---|---|
| Model not enabled for the agent | The agent displays an error message | [Analytics Agent Readiness](https://help.salesforce.com/s/articleView?id=analytics.c360_a_sl_agent_readiness.htm&type=5&language=en_US) |
| Readiness checklist | Modeler checks every item by judgment; Enable activates only then | [Enable Analytics Agent Readiness](https://help.salesforce.com/s/articleView?id=analytics.c360_a_sl_agent_readiness_enable.htm&type=5&language=en_US) |
| After enabling readiness | Development continues, aligned with the guidelines | [Enable Analytics Agent Readiness](https://help.salesforce.com/s/articleView?id=analytics.c360_a_sl_agent_readiness_enable.htm&type=5&language=en_US) |
| Primary Name Field vs primary key | Display name vs unique identifier; settable on tables and logical views | [Primary Name Field](https://help.salesforce.com/s/articleView?id=analytics.c360_a_sl_primary_name.htm&type=5&language=en_US), [Set a Primary Name Field](https://help.salesforce.com/s/articleView?id=analytics.c360_a_sl_primary_name_create.htm&type=5&language=en_US) |
| Calculated Insights | Not currently supported in agentic semantic models | [Design for AI Readiness](https://help.salesforce.com/s/articleView?id=analytics.tua_ai_sm_design.htm&type=5&language=en_US) |
| Enabling AI Optimization | Scans all semantic models; adds the Optimize Model label | [Enable AI Optimization (Beta)](https://help.salesforce.com/s/articleView?id=analytics.tua_data_sdm_model_opt_enable.htm&type=5&language=en_US) |
| Strength recalculation | Automatic on publish or save draft; manual from model, panel or management page | [Using AI Optimization (Beta)](https://help.salesforce.com/s/articleView?id=analytics.tua_data_sdm_model_opt_use.htm&type=5&language=en_US) |
| Similar Meanings statuses | Unresolved; Pending Evaluation once acted on | [Similar Meanings (Beta)](https://help.salesforce.com/s/articleView?id=analytics.tua_data_sdm_similarities.htm&type=5&language=en_US) |
| Similar Meanings scope | Names and descriptions; no parameters; no extended models | [Similar Meanings (Beta)](https://help.salesforce.com/s/articleView?id=analytics.tua_data_sdm_similarities.htm&type=5&language=en_US) |
| PDS-based models in the scan | Only Description and Field Visibility editable | [Similar Meanings (Beta)](https://help.salesforce.com/s/articleView?id=analytics.tua_data_sdm_similarities.htm&type=5&language=en_US) |

## Check yourself

- What confirms in the builder that a model was enabled for the agent?
- When you choose Clarify Field Description for a flagged pair, which existing feature can draft the new text?
- When a reviewer faces a long list of pairs, which tip narrows it to pending work?
- Why does Help call a meaningful Primary Name Field essential?

## Sources

- [Analytics Agent Readiness](https://help.salesforce.com/s/articleView?id=analytics.c360_a_sl_agent_readiness.htm&type=5&language=en_US)
- [Enable Analytics Agent Readiness](https://help.salesforce.com/s/articleView?id=analytics.c360_a_sl_agent_readiness_enable.htm&type=5&language=en_US)
- [Prepare a Model for Analytics Agents](https://help.salesforce.com/s/articleView?id=analytics.c360_a_sl_analytics_agent.htm&type=5&language=en_US)
- [Primary Name Field](https://help.salesforce.com/s/articleView?id=analytics.c360_a_sl_primary_name.htm&type=5&language=en_US)
- [Set a Primary Name Field](https://help.salesforce.com/s/articleView?id=analytics.c360_a_sl_primary_name_create.htm&type=5&language=en_US)
- [Design Semantic Models for AI Readiness](https://help.salesforce.com/s/articleView?id=analytics.tua_ai_sm_design.htm&type=5&language=en_US)
- [Semantic Model AI Optimization (Beta)](https://help.salesforce.com/s/articleView?id=analytics.tua_data_sdm_model_opt.htm&type=5&language=en_US)
- [Enable Semantic Model AI Optimization (Beta)](https://help.salesforce.com/s/articleView?id=analytics.tua_data_sdm_model_opt_enable.htm&type=5&language=en_US)
- [Using Semantic Model AI Optimization (Beta)](https://help.salesforce.com/s/articleView?id=analytics.tua_data_sdm_model_opt_use.htm&type=5&language=en_US)
- [Resolve Overlapping Data Definitions with Similar Meanings (Beta)](https://help.salesforce.com/s/articleView?id=analytics.tua_data_sdm_similarities.htm&type=5&language=en_US)

## About the full unit

The "Core concepts", "Exam traps" and "Worked scenario" sections of this unit, its 19 linked practice questions, and unlimited timed mock exams are included with the Tableau Next Consultant pack (USD $19): https://www.certifyforce.com/practice-exams