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Community Speaker
Reserved Seating
Video On Demand
Beyond the Haystack: Optimizing AI with Semantic Models
, Software Engineer, Salesforce
, Product Manager, Salesforce
Role: Data Analyst, IT, Operations
Product: Agentforce 360 Platform, Agentforce, Data 360
Session Level: Beginner
Session Type: Theater
- Tuesday, May 59:10 AM - 9:30 AM PDT(4:10 PM - 4:30 PM GMT)Theater 2 | Data Village, Ground LevelFIRST COME FIRST SEATED
- Wednesday, May 62:40 PM - 3:00 PM PDT(9:40 PM - 10:00 PM GMT)Theater 4 | Data Village, Ground LevelFIRST COME FIRST SEATED
Session Summary: This session explored the transformative capabilities of Tableau Semantics and its role in empowering AI analysts with optimized workflows and tools. Key innovations included the AI optimization panel, which scans data models to identify defects and provide actionable suggestions, ensuring AI readiness and consistent analytical outputs. The presentation also highlighted the semantic layer in Tableau, which standardizes business logic, terms, and metrics, enabling conversational analytics within Salesforce and Slack applications. Attendees were introduced to upcoming features like performance optimization, hybrid relationships, and one-click optimization, which will further enhance scalability, efficiency, and trust in AI-driven insights across multiple industries and use cases.
Key Takeaways:
• The AI optimization panel in Tableau Semantics improves data models by identifying ambiguities, missing relationships, and inconsistencies, ensuring readiness for conversational analytics.
• The semantic layer standardizes business language and logic, enabling accurate and consistent insights across Salesforce, Slack, and other integrated platforms.
• Upcoming features such as performance optimization and one-click optimization will streamline model enhancements, reduce costs, and build user trust in AI-powered analytics.
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