AI Coding
Power Claude Code, Cursor, and OpenAI Codex with one governed, MCP-native semantic layer, so agents compute business logic instead of guessing at it.
The Universal Semantic Layer
The end of
AI that lies
Enterprise AI is only as accurate as the semantic layer beneath it. AtScale governs every metric once, so every LLM, Agent, Analyst answers with the same trusted number. Your freedom to choose.
Netflix
Turning massive data into consistent answers.
Vodafone
Turning massive data into consistent answers.
The Home Depot
Turning massive data into consistent answers.
Toyota
Turning massive data into consistent answers.
Visa
Turning massive data into consistent answers.
American Eagle
Turning massive data into consistent answers.
Ashley
Turning massive data into consistent answers.
Reimagined for AI
What we do. AtScale helps enterprises define, compute, and govern the business metrics that drive AI, from the analyst’s first prompt to the AI agent’s last decision. With the freedom to choose any tool.
AI semantic co-modeling. Definitions ship in minutes, not weeks.
AtScale for AI
NewMap text prompts to the right semantic.Map text prompts to the right semantic.
AtScale for Text-to-Model
NewA BIRD-based system to measure and maintain the accuracy of your AtScale semantic layer.
AtScale for Canary
NewSnowflake chose AtScale. You should too.
AtScale for Snowflake
Any BI tool. Any warehouse. Power BI. Tableau. Snowflake. Databricks. You choose, mix and match.
AtScale for Enterprise
A universal semantic layer
for Enterprise AI
Run AI & analytics on governed semantic models
AI cowork, co-coding, and reasoning use a trusted layer that understands, maintains, and computes the metrics that drive your business questions
Consumers
CoworkCo-Coding (Codex, Cursor, Claude)AI ChatbotsAI WorkflowsAI Reasoning
The semantic layer
Governed definitionsRevenueContract ValueChurnPipelineHeadcountOn Hand InventoryOn Time DeliveryPriceThe QuarterRegion
Warehouse
SnowflakeBigQueryDatabricksRedshift
AI-First semantic
Infrastructure.
AI Co-Work
Give every AI coworker and copilot the same accurate, efficient number your analysts already trust.
AI Conversational Analytics
Enable agentic and conversational AI to execute analytics deterministically through semantic models and MCP
AI Automation
Let AtScale CoModel and CoSchedule continuously monitor data changes, refresh definitions, and stop semantic drift before it starts.
Human-Driven Analytics
Deliver consistent metrics across Power BI, Excel, Tableau, Looker, and other BI tools.
Application-Driven Analytics
Embed governed analytics into applications and services with centralized control.
See AtScale in Action
Try a Self-Guided TourTrusted AI Starts with
Defined Business Logic
LLMs and agents cannot safely infer joins, metric definitions, or time intelligence from raw schemas.
Lineage
Trace every metric back to its source tables, transformations, and owner, so nothing is a black box.
Certified Definitions
Metrics are reviewed and signed off once, then locked, so no one — human or AI — redefines revenue on the fly.
Push-Down Compute
Queries execute where the data lives, in your warehouse, optimized by smart aggregations, so answers stay fast and costs stay controlled.
Grounded Answers
Every AI response is computed against real, governed data, not inferred from a schema.
One Source of Truth
The same metric returns the same number, whether it's requested by an agent, app or dashboard.
Governed Metrics
Business logic — joins, time intelligence, security, hierarchy, dimensional modeling — lives in one place, not across dozens tools or teams.
Universal by Design
Freedom of Choice
Your business logic shouldn't be stuck inside one vendor's stack. AtScale's UNIVERSAL semantic layer connects to every AI agent, Cowork platform, Co-coding tool, or LLM. It connects to any database or warehouse you choose so metrics are defined once and travel everywhere. Your semantics. Your freedom of choice. Learn More →
Awards
Recognized as a
Leader in
semantic layers.
AtScale has been named a Leader in the 2025 GigaOm Radar Report for Semantic Layers and Metrics Stores.
Request a Demo
FAQ
What is AtScale?
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What problems does the AtScale Semantic Layer solve?
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What problems does the AtScale Semantic Layer solve?
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Who is AtScale for?
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Which tools and platforms does AtScale integrate with?
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How does AtScale support AI agents?
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What makes AtScale different from other data analytics platforms?
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Is the AtScale Semantic Layer secure?
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Access semantic layer blog posts, webinars, interactive demos, reports, and more
White Papers & Reports2026 State of the Semantic Layer
GuidesHow Enterprise Data Leaders Build AI-Ready Analytics
Case StudiesCloud-Based OLAP Transformation: How Vodafone Portugal, Celfocus, and AtScale Modernized Analytics
White Papers & Reports2025 GigaOm Radar Report: Semantic Layers & Metric Stores
White Papers & ReportsEnable Natural Language Prompting with AtScale’s Semantic Layer & Generative AI
GuidesThe Buyer's Guide to the Best Semantic Layer Tools for Data and Analytics
GuidesExecutive Guide: Bridging Enterprise Analytics & GenAI with Semantic Layers
Guides
Technical Overview
Guides