Media Summary: One of the new enterprise AI challenges we face is this: where do we put all the business rules, security rules, policies, and ... In today's video, we discuss the significance of The difference between a dumb agent and an intelligent agent lies in this

The Context Layer Semantic Layer - Detailed Analysis & Overview

One of the new enterprise AI challenges we face is this: where do we put all the business rules, security rules, policies, and ... In today's video, we discuss the significance of The difference between a dumb agent and an intelligent agent lies in this What does enterprise AI actually need to succeed: more data access or better As enterprises move AI systems into production, one challenge keeps surfacing: Agents are only as good as the queries they can run. In this talk from

AI agents working on real data often fail not because of model quality, but because meaning is unclear, inconsistent, or changes ... In this episode of the AtScale Data-Driven Podcast, Dave Mariani sits down with Juan Sequeda, Principal Researcher at ... AI tools like Databricks Genie, Snowflake Cortex, and BigQuery Gemini promise reliable answers from your data — but without the ...

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

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 ...

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

The Looker Semantic Layer & AI

The Looker Semantic Layer & AI

Learn more about Looker's

Semantic Layers in the Age of AI are 100% Needed

Semantic Layers in the Age of AI are 100% Needed

What are

How to Build Reliable AI Agents #2: The Semantic Layer

How to Build Reliable AI Agents #2: The Semantic Layer

The difference between a dumb agent and an intelligent agent lies in this

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 or better

The Context Layer: Building Context-Aware AI with Collate, Graphwise, Precisely & AtScale

The Context Layer: Building Context-Aware AI with Collate, Graphwise, Precisely & AtScale

As enterprises move AI systems into production, one challenge keeps surfacing:

Context is King #5 - A Semantic Layer for the Agentic Era

Context is King #5 - A Semantic Layer for the Agentic Era

Agents are only as good as the queries they can run. In this talk from

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, or changes ...

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 ...

Why AI Gets Your Data Wrong — And How a Semantic Layer Fixes It | Solid

Why AI Gets Your Data Wrong — And How a Semantic Layer Fixes It | Solid

AI tools like Databricks Genie, Snowflake Cortex, and BigQuery Gemini promise reliable answers from your data — but without the ...