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What AtScale doesThe three-minute version
The path to 100% accuracyAccuracy = Process + Tools
The cost of LLM guessingCost = Tokens × Guesses
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Why Snowflake bet on AtScale
Snowflake chose AtScale as the engine inside Semantic Views. Here’s what that says about the layer underneath your AI.
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AtScale Product OverviewHow the pieces fit together
AtScale ACEThe AI Computation Engine
AtScale CoModelAI-assisted semantic modeling
AtScale ClarifyResolves a prompt to one metric, and asks when it cannot tell
AtScale CanaryAttests the answer is right
AtScale GovernanceShips your definitions like code, and carries your permissions through
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A thousand dashboards and 800 tables became ten governed models. Analysis that took a team four days now runs in about ninety seconds.
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Updated July 9, 2026 / Posted by:

30 Hours to 90 Seconds: How Blue Yonder Built One Source of Truth for AI and BI

The Universal Semantic Layer for enterprise AI and analytics.

AtScale provides the Universal Semantic Layer for enterprise AI and analytics. A semantic layer is the shared dictionary for a company’s business — the one governed place where metrics like revenue, active customers, and margin are defined once, so every tool and every AI answers with the same number. With AtScale for AI, it’s the first semantic computation layer built for AI, giving agents and LLMs one governed place to compute business metrics accurately through the ACE engine, AtScale CoModel, and the AI Accuracy Flywheel.

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Universal Semantic Layer
AI Context and MCP
Agentic Analytics
Data Governance and Trust
Self-Service BI
Semantic Modeling
AtScale for Snowflake
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Pricing

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Bluemercury: Retail Self-Service
Blue Yonder: AI Agents
Papa Johns: Franchise Analytics
TELUS: Network Analytics
Tier 1 Bank: AI Optimization
Vodafone: Scalable Cloud-Native Analytics

Learn

A Skill or README Isn’t a Semantic Layer
Best Agentic AI Tools for Enterprises
Scaling AI Efficiently with Semantic Layers
The Real AI Sovereignty Fight Is About Meaning
What Is a Semantic Layer?
What Is AI Context?
What Is AI-Ready Data?
Why ChatGPT Gives Different Answers to the Same Question
Your AI Isn’t Expensive. It’s Guessing.

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