Semantic Layer Summit*
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The Semantic Layer Summit, hosted by AtScale, is a virtual event for data professionals and business leaders shaping the future of data, analytics, and AI. Join innovators, practitioners, and thought leaders redefining data access and application with semantic technologies.
Conference History:
Semantic Layer Summit 2025, May 28, 2025, Virtual venue
Explore the Future of Semantics
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Keynotes:
Latest innovations in AtScale’s Universal Semantic Layer Platform
Roundtables:
Analyst Guide: Key Tips for Evaluating Semantic Layers
Modernizing OLAP: A Seamless Path from Legacy to Cloud-Native Analytics
The Future of Semantics and BI with GenAI: Transforming Data for the Next Generation
Lightning Talks:
Concept to Execution: Best Practices for Implementing a Semantic Layer
The Future of Natural Language Reporting with Databricks Genie
Scaling Telecom Analytics with a Semantic Layer
How to Deliver Scalable and Cost-Effective Analytics on Google BigQuery with AtScale
Open Semantics: AI and Interoperability
Driving Innovation with a GenAI-Powered Smart Data Fabric and Universal Semantic Layer
Semantic Layer Summit 2024, April 24, 2024, Virtual venue
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Keynotes:
Important new innovations in semantic layer platforms
Building the Enterprise Semantic Layer Together (Tech)
Fireside Chats:
Accuracy and Explainability of LLMs for the Enterprise: Knowledge Graphs and Semantic Layers to the Rescue
Roundtable Discussions:
The Economics of Data: Building a FinOps Practice to Optimize Data and Analytics Costs
Beyond Data: A Visionary Perspective on the Future of Enterprise Analytics
Lightning Talks:
From Concept to Execution: Tips for Implementing a Semantic Layer Strategy
Creating a Data-Driven Culture: Best Practices and Strategies from Practitioners
Ensuring Data Consistency with a Smart Data Fabric (Tech)
How Snowplow is Modernizing Digital Analytics with a Warehouse-Centric Strategy (Tech)
Tech Talks:
The Value of a Semantic Layer for GenAI
Accelerating Semantic Model Creation Using Generative AI on Google Cloud
Semantic Layers are the Missing Piece for AI-Enable Analytics with Cube
The Key to Unlocking Value in the Data Cloud with Snowflake
Enabling Insights with Prebuilt Semantic Models with Databricks
Semantic Layer Summit 2023, April 26, 2023, Virtual venue
Actionable Insights from AI & BI at Scale
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Keynotes:
The Semantic Layer in the Modern Data Stack
Fireside Chats:
Paving a Road to an Effective Data Mesh
Negotiating a Truce in the Cloud Data Lake v. Cloud Data Warehouse Holy War
Panel Discussions:
Exploring the Semantics of Semantic Layers
A Semantic Layer in Practice: Tales from the Front Line
How a Semantic Layer supports Data Products and Data Contracts
Data & Analytics Governance Strategies for Driving Growth & Preventing Anarchy
What’s hot and what’s not: A Survey of Most Promising Concepts poised to Impact Analytics in the next 24 Months
How a Semantic Layer can support Data Literacy
Crafting a Finops Strategy for Enterprise Analytics Programs
Lightening Talks:
Strategies for Silo Busting: Aligning Data Science & BI Teams behind Business Outcomes
Speed-of-thought Analytics in the age of Cloud-Scale Data
Fostering a Modern Data Culture: A New Mindset
Tech Stage Talks:
Bridging AI to BI with the Semantic Layer
Supply Chain Optimization in Manufacturing with a Semantic Lakehouse
Why you should extend your Semantic Layer with Behavioral Data
Using data and analytics to drive business outcomes that reduce bottom-line and increase revenue
Beyond Monitoring: The Rise of Data Observability
Practical Examples for Using a Semantic Layer to Support Data Mesh
Rediscovering Semantic Models in the Retail Industry
How a Semantic Layer Supports Embedded Analytics on Google BigQuery
Using The Semantic Layer To Balance Governance and Self-Service Analytics
Semantic Layers and the Modern Data Stack: History Doesn’t Repeat Itself, but It Often Rhymes
Empower Self Service Analytics with AWS and AtScale and Run Power BI and Excel Live
Practical examples of Metrics Engineering in the Semantic Layer
Tapping the Enormous Potential of your Active Metadata
What is meant by the term “Headless BI?” A hands on answer
How To Enable No-Copy Data Marts With a Unified Semantic Layer
Solving the Data Divide: The Role of Data Products in Bridging the Gap between Producers and Consumers
Prediction Serving and Semantic Inferencing: Think Differently about your Production AI/ML Pipelines
Knitting Together a Smart Data Fabric
Knowledge Graphs, Semantic Layers, and Data Democratization, Oh My
Supercharge your semantic layer with data observability
Handling Boilerplate Calculations
Semantic Layer Summit 2022, September 28, 2022, Virtual venue
Actionable Insights from AI & BI at Scale
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Keynotes:
The Semantics of a Semantic Layer
Designing and Executing a Scalable Enterprise Data Strategy
The Evolution of Data Architecture & The Semantic Layer
Actionable Insights for Everyone
Sessions: Main Stage
Data Engineering & Architecture
Achieving Success with AI & ML
Data Platform & Insights Tech
Scaling Data Literacy
Market Take on the Semantic Layer
Business Intelligence & Analytics
Enterprise Analytics & Data Strategies
Sessions: Tech Stage
The Semantic Lakehouse
Bridging AI & BI
Turbocharging Your Semantic Layer with Better Data: Behavioral Data
Unleashing the Power of a Semantic Layer
Feature Store and the Semantic Layer
Augmented Intelligence & Semantic Layer Capabilities
Data Fabric + Semantic Layer: Gaining Value From All of Your Data
The Data Cloud
Competitive Advantage Through Self-Service BI at Enterprise Scale
Building the Best Analytics Team in Times of Uncertainty
Strategizing Data & AI for Cloud Scale