Blog

September 25, 2025 / 5 MIN READ

AtScale Named Leader and Fast Mover in the 2025 GigaOm Radar for Semantic Layers

I’m excited to share that AtScale has once again been recognized as both a Leader and Fast Mover in the 2025 GigaOm Radar Report for Semantic Layers and Metric Stores . This marks the third…

Posted By: Dave Mariani

September 29, 2025 / 8 MIN READ

Building Trust in Conversational BI: How Semantic Layers Enable Reliable Natural Language Query

The promise of GenAI -powered analytics is compelling: business users ask questions in natural language and receive accurate insights instantly. However, a critical trust issue is emerging as organizations rush to implement “ask-your-data” experiences—how do…

Posted By: Dave Mariani

October 2, 2025 / 6 MIN READ

Composable Models: Why Composability is the Future of the Semantic Layer

The 2025 GigaOm Semantic Layer Radar Report recognized AtScale as the Leader and Fast Mover for our innovations in composable modeling, open semantics, and AI readiness. Composable models treat every metric and dimension as modular,…

Posted By: Dave Mariani

September 30, 2025 / 9 MIN READ

The CFO's Guide to Data Modernization: Cost Control in the Cloud Era

The CFO’s Evolving Role in Data Strategy If you’re a CFO managing cloud data costs, you’ve likely noticed your monthly bills looking less like predictable line items and more like volatile stock charts. Welcome to…

Posted By: Macaulay Parker

September 23, 2025 / 3 MIN READ

5 Ways To Dramatically Improve Cortex Analyst Results In Your Snowflake Environment

Are you using Cortex Analyst in your Snowflake environment but falling short of the accurate, consistent results you expected? You’re not alone. While Cortex Analyst delivers powerful text-to-SQL capabilities, many organizations find it challenging to…

Posted By: Macaulay Parker

October 9, 2025 / 8 MIN READ

Scaling Semantic Models Across Multiple BI Tools: The Enterprise Approach

Today’s enterprise analytics environments are rarely centered around a single BI tool. Most organizations operate a patchwork of visualization and analysis platforms: Power BI for some teams, Tableau for others, Looker in pockets, and Excel…

Posted By: Macaulay Parker

October 7, 2025 / 7 MIN READ

From Models to Meaning: Why Semantic Layers Are the Foundation of Enterprise GenAI Success

Enterprise GenAI deployment is accelerating rapidly, with organizations rushing to implement AI copilots, natural language query interfaces, and agentic AI systems across their business workflows. But here’s the hard truth that I’m seeing emerge from…

Posted By: Cort Johnson

October 16, 2025 / 8 MIN READ

Scaling AI Without Breaking the Bank: Why Semantic Layers Drive Performance and Cost Efficiency

Scaling AI efficiently comes down to one architectural choice: put a semantic layer, powered by a compute engine like AtScale’s ACE, in front of your warehouse so every query, from a dashboard or a GenAI…

Posted By: Dave Mariani

October 21, 2025 / 6 MIN READ

Why GigaOm Recognized Universal Semantic Modeling as the Future of AI Analytics

Enterprise teams today are juggling Power BI and Tableau, Python and R, plus a growing collection of AI copilots and agents. The problem? Every tool seems to have its own version of what “revenue per…

Posted By: Brendan Peterson

November 3, 2025 / 7 MIN READ

The Golden Age of the Semantic Layer: Why AI Can’t Work Without Context

For years, the semantic layer quietly sat behind the scenes of enterprise data systems, translating complex data models into the business logic that made them meaningful. It was a critical component for BI teams but…

Posted By: Dave Mariani

Start here

The concepts

Platform

Editions

Computes on

Works with AI

Serves BI

What you’re solving

Your industry

Customer stories

Read

Watch & Listen

Learn AtScale

Community

Work with us

Partners

About

Blog

AtScale Named Leader and Fast Mover in the 2025 GigaOm Radar for Semantic Layers

Building Trust in Conversational BI: How Semantic Layers Enable Reliable Natural Language Query

Composable Models: Why Composability is the Future of the Semantic Layer

The CFO's Guide to Data Modernization: Cost Control in the Cloud Era

5 Ways To Dramatically Improve Cortex Analyst Results In Your Snowflake Environment

Scaling Semantic Models Across Multiple BI Tools: The Enterprise Approach

From Models to Meaning: Why Semantic Layers Are the Foundation of Enterprise GenAI Success

Scaling AI Without Breaking the Bank: Why Semantic Layers Drive Performance and Cost Efficiency

Why GigaOm Recognized Universal Semantic Modeling as the Future of AI Analytics

The Golden Age of the Semantic Layer: Why AI Can’t Work Without Context