Trusted, Real-Time Insights for All: Tableau Brings Conversational Analytics to Cloud & Server

Organizations rely on dashboards to report important insights, but dashboards are just the start of the conversation. A chart shows revenue is down 12% quarter-over-quarter and the follow-ups immediately stack up: Which region? How many product lines? Those questions pile up in an analyst's queue, and by the time the answers are prepared, the moment to act may have already passed.

LLMs seem like an obvious fix, but an LLM alone creates a new problem: it doesn't know your business. For example, if you use a popular AI agent to query a dataset, the AI won’t recognize that “active customer” and “managed account” mean the same thing at your company, resulting in an inaccurate answer. 

Enterprises need conversational analytics that's governed, so every answer is accurate and consistent — not the LLM's best guess. That's exactly what Tableau Agent delivers to every user, where they work and when they need it.

Trustworthy insights in real-time, for every user

Tableau Agent is embedded directly inside your Tableau dashboards*, bringing trusted conversational analytics to business users where they work.

When a question emerges, anyone can ask in natural language and get instant insights grounded in their governed data. It's built to handle a range of business questions and prompts: What happened? Why did it happen? Show me the top X. From there, Tableau Agent breaks them down into specific sub-queries that it submits to the underlying data source and if a question is unclear, it seeks clarification before answering.  

Once the analysis is complete, Tableau Agent builds an intuitive response consisting of text, tables, and interactive visualizations like bar charts, scatterplots, and heatmaps. Because it's aware of any active dashboard filters in your current session, it returns contextual insights for a connected visual and conversational experience. Plus, you can ask as many questions as you’d like, with each answer building on the last.

*Currently GA for Tableau Cloud and in Open Beta for Tableau Server.

New to the dashboard or unsure where to start? You can generate a dashboard overview and insights summaries for each viz to kick off the conversation. Then ask a follow-up question on anything that stands out.

Built for accurate and consistent responses

What makes Tableau Agent different from a generic AI agent isn't the interface. It's the business context and permissions encoded in your existing Tableau content. 

When you ask a question, Tableau Agent doesn't guess at what you mean. It draws on the semantics already encoded in your organization's existing Tableau assets: field names and descriptions, pre-defined calculations, workbook business preferences, and relationships and joins between data objects and tables, respectively. 

This business context, already defined by your data and analytics team, gets applied to every interaction—so responses are accurate and consistent, and it’s only getting smarter. With Tableau Knowledge, you can unify your Tableau analytics with unstructured knowledge to auto-create a knowledge graph. Tableau Agent in dashboards can then reason over that graph to deliver responses grounded in the full context of your business.

Underpinning all of this is your existing security model. Tableau Agent works within your established permissions and row-level security. Plus with workbook-level permissions, you have greater control over who can use Tableau Agent and on which workbooks.

Empowering teams with self-service analytics

The impact is greatest for anyone whose job depends on data, but has never had a direct line to it. With Tableau Agent’s trusted conversational analytics available to every single user,

• The insight lag disappears: Analytical questions get answered when they arise, not when it’s too late.
• Everyone works from the same facts: Tableau's semantic layer enforces consistent definitions across the org, so insights are aligned across the organization.
• Your data stays secure: Tableau Agent honors your existing permissions and security controls, so responses are within your access boundaries.
• Analysts focus on more essential work: Your data teams get back to the strategic analysis that only they can do.

The questions that required numerous requests and days to get answered, now take moments with Tableau Agent. This is a fundamental shift in how business users engage with their data to make data-driven decisions and take timely action.

Getting your data ready for Tableau Agent

Over the years, your organization has invested heavily in analytics, but most of those data models were built for dashboards, not questions. If you're a data leader or admin, here's how to prepare your dashboards for conversational analytics. The good news is if your data is already well-governed in Tableau, you're most of the way there.

1. Invest in your metadata and semantic layer: Equip Tableau Agent with the context it needs, like clean field names, clear descriptions, certified data sources, and workbook business preferences, so it can return accurate, useful answers. The more intentional, the better the experience for business users.

2. Review row-level security configurations: Tableau Agent respects all your existing Tableau permissions and row level security (RLS). We recommend applying RLS using data source filters for conversational analytics.

3. Set expectations for what it is: Tableau Agent is not a generic LLM tool that guesses the best response to open-ended questions. It is built into dashboards so users can ask questions about their governed data and get trustworthy insights. 

When you're ready to get set up, our help documentation and FAQs walk you through everything you need to enable Tableau Agent in your dashboards and get the most out of it across your organization.

Start the conversation

If you're a Tableau+ or Tableau Cloud+ customer, Tableau Agent is generally available (GA) in your dashboards. If you’re a Tableau Server+ customer, Tableau Agent in dashboards is in Open Beta and will be GA soon. To get started, just enable it in site settings and have dashboard authors enable AI Access and Full Data Query.

Not on Tableau+, Tableau Cloud+, or Tableau Server+ yet? Start your Tableau free trial, which comes with Tableau Agent, and ask your first question today!