Media Summary: In this episode of the AtScale Data-Driven Podcast, Dave Mariani sits down with Juan Sequeda, Principal Researcher at ... Check out Dave Mariani, Founder & CTO, AtScale talking about the What does enterprise AI actually need to succeed: more data access

Context Layer Vs Semantic Layer - Detailed Analysis & Overview

In this episode of the AtScale Data-Driven Podcast, Dave Mariani sits down with Juan Sequeda, Principal Researcher at ... Check out Dave Mariani, Founder & CTO, AtScale talking about the What does enterprise AI actually need to succeed: more data access Understand how a data model works. You use this star model in Power Pivot and Power BI, for example. A must if you work with ... An ontology defines what things are and how they relate. A One of the new enterprise AI challenges we face is this: where do we put all the business rules, security rules, policies, and ...

Sign up to attend IBM TechXchange 2025 in Orlando → Learn more about Prompt Engineering here ... AI agents working on real data often fail not because of model quality, but because meaning is unclear, inconsistent, Dave Mariani and Jens Kröhnert explore the "AI Frontier:” how In today's video, we discuss the significance of Casey here distinguishes a few important terms in the ontology space: Taxonomy, Ontology, Knowledge Graph, and Welcome to AtScale TechShort! What's This Video About? In today's session, we dive deep into the concept of the

Welcome to Between the Columns, Atlan's thought leadership series breaking down modern data concepts. In this episode, we ...

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Context Layer vs Semantic Layer: You Need Both, Here's Why [2026]
What is a Semantic Layer? – AtScale Definition
AI Needs Context: Semantic Layers, Metadata & Trust in 2026
The Semantics of a Semantic Layer by Dave Mariani
Semantic Layers, OSI & AI: Why Context Beats Data Access
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Understanding a data model: Lesson 9: Semantic layer
Semantic Layers for GenAI & LLMs: Boosting Accuracy & Context - Tech Demo
Ontology vs Semantic Layer: What's the Difference? [2026]
The Context Layer (Semantic Layer) In Enterprise AI (And Where Business Rules Go)
Context Engineering vs. Prompt Engineering: Smarter AI with RAG & Agents
What is a semantic model?
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Context Layer vs Semantic Layer: You Need Both, Here's Why [2026]

Context Layer vs Semantic Layer: You Need Both, Here's Why [2026]

The

What is a Semantic Layer? – AtScale Definition

What is a Semantic Layer? – AtScale Definition

Semantic Layer

AI Needs Context: Semantic Layers, Metadata & Trust in 2026

AI Needs Context: Semantic Layers, Metadata & Trust in 2026

In this episode of the AtScale Data-Driven Podcast, Dave Mariani sits down with Juan Sequeda, Principal Researcher at ...

The Semantics of a Semantic Layer by Dave Mariani

The Semantics of a Semantic Layer by Dave Mariani

Check out Dave Mariani, Founder & CTO, AtScale talking about the

Semantic Layers, OSI & AI: Why Context Beats Data Access

Semantic Layers, OSI & AI: Why Context Beats Data Access

What does enterprise AI actually need to succeed: more data access

Semantic Layers in the Age of AI are 100% Needed

Semantic Layers in the Age of AI are 100% Needed

What are

Understanding a data model: Lesson 9: Semantic layer

Understanding a data model: Lesson 9: Semantic layer

Understand how a data model works. You use this star model in Power Pivot and Power BI, for example. A must if you work with ...

Semantic Layers for GenAI & LLMs: Boosting Accuracy & Context - Tech Demo

Semantic Layers for GenAI & LLMs: Boosting Accuracy & Context - Tech Demo

Discover how a

Ontology vs Semantic Layer: What's the Difference? [2026]

Ontology vs Semantic Layer: What's the Difference? [2026]

An ontology defines what things are and how they relate. A

The Context Layer (Semantic Layer) In Enterprise AI (And Where Business Rules Go)

The Context Layer (Semantic Layer) In Enterprise AI (And Where Business Rules Go)

One of the new enterprise AI challenges we face is this: where do we put all the business rules, security rules, policies, and ...

Context Engineering vs. Prompt Engineering: Smarter AI with RAG & Agents

Context Engineering vs. Prompt Engineering: Smarter AI with RAG & Agents

Sign up to attend IBM TechXchange 2025 in Orlando → https://ibm.biz/Bdej4m Learn more about Prompt Engineering here ...

What is a semantic model?

What is a semantic model?

Discover why

Build Reliable Data Agents with a Semantic Context Layer | Karolus Sariola, Cofounder & CTO, Flow AI

Build Reliable Data Agents with a Semantic Context Layer | Karolus Sariola, Cofounder & CTO, Flow AI

AI agents working on real data often fail not because of model quality, but because meaning is unclear, inconsistent,

The AI Frontier: Semantic Layers for Autonomous Agents with Jens Kröhnert

The AI Frontier: Semantic Layers for Autonomous Agents with Jens Kröhnert

Dave Mariani and Jens Kröhnert explore the "AI Frontier:” how

The BIG LIE About Semantic Layers in Data Modeling

The BIG LIE About Semantic Layers in Data Modeling

In today's video, we discuss the significance of

Taxonomy, Ontology, Knowledge Graph, and Semantics

Taxonomy, Ontology, Knowledge Graph, and Semantics

Casey here distinguishes a few important terms in the ontology space: Taxonomy, Ontology, Knowledge Graph, and

What is a Semantic Layer? TechShort 1

What is a Semantic Layer? TechShort 1

Welcome to AtScale TechShort! What's This Video About? In today's session, we dive deep into the concept of the

What is a Semantic Layer? The Cure for "Metric Drift"

What is a Semantic Layer? The Cure for "Metric Drift"

Welcome to Between the Columns, Atlan's thought leadership series breaking down modern data concepts. In this episode, we ...

The Looker Semantic Layer & AI

The Looker Semantic Layer & AI

Learn more about Looker's