Context is the new currency. See how to build a governed, agile foundation that grounds AI in business logic and future-proofs your investments with a single, interoperable semantic layer.
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Community Speaker
Reserved Seating
Video On Demand
Closing the Context Gap: Powering AI with Tableau Semantics
, Senior Product Manager, Salesforce
, Senior Director, Product Management, Salesforce
, Senior Product Marketing Manager, Salesforce
, Senior Product Marketing Manager, Salesforce
Role: Data Analyst
Product: Tableau
Tableau Product: Tableau Cloud, Tableau Next, Visualization and Analysis
Session Level: Beginner
Session Type: Breakout
- Tuesday, May 58:20 AM - 9:00 AM PDT(3:20 PM - 4:00 PM GMT)Stage 5 | Content Pavilion, Ground LevelRESERVED SEATING
- Wednesday, May 68:00 AM - 8:40 AM PDT(3:00 PM - 3:40 PM GMT)Stage 3 | Content Pavilion, Ground LevelRESERVED SEATING
Session Summary: This session at Tableau Conference 2026 introduced the groundbreaking Tableau Semantics layer, a powerful AI-infused semantic layer designed to address the challenges of inaccurate AI outputs and enhance data-driven decision-making. By integrating directly with D360 (FKA Data Cloud), Tableau Semantics provides a unified, governed source of truth that enables AI agents to understand business-specific terminologies, anticipate needs, and deliver accurate insights proactively. The session demonstrated three innovative ways to build semantic models: through an intuitive authoring experience, a developer-friendly environment with AI tools like Cursor, and automated creation using generative AI. Additionally, the session emphasized leveraging Tableau Semantics for optimizing AI agents, ensuring accuracy through business preferences, and fostering seamless interoperability with existing analytics investments, including Tableau Cloud, CRM Analytics, and partnerships with platforms like Snowflake and Databricks, to unify analytics stacks comprehensively.
Key Takeaways:
• The Tableau Semantics layer transforms analytics by providing a governed, context-rich source of truth, enabling AI agents to deliver proactive and accurate insights tailored to business needs.
• Attendees learned about three distinct approaches to building semantic models, including a generative AI-powered method that drastically reduces model creation time to minutes.
• Tableau Semantics enhances interoperability by supporting integration with both Tableau products and external platforms, maximizing existing analytics investments while ensuring data accuracy and compliance.
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