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/ 5 MIN READ

Five Questions Every CDO Should Ask About AI and Semantics

The metrics powering your AI agents right now, like margin per square foot or total economic cost, probably don’t belong to you. They belong to whichever platform computes them today. Snowflake, Databricks, the frontier LLM…

Posted By: Dave Mariani

/ 3 MIN READ

Don’t Let Microsoft Be Your Warden

Microsoft just made the case for AtScale by playing Warden Norton, the prison boss from “The Shawshank Redemption.” On Tuesday, Sara Vredevoogd from Microsoft’s Power BI team announced that Microsoft 365 Copilot can now query…

Posted By: Mark Palmer

/ 8 MIN READ

My Case for the Semantic Layer, Made Live on Atlan's Podcast

I recently joined Austin Kronz on Atlan’s podcast, WTF is the Context Layer , to discuss one of the biggest sources of confusion in enterprise AI: the distinction between semantic layers , context layers, and…

Posted By: Dave Mariani

/ 6 MIN READ

The Real AI Sovereignty Fight Is About Meaning

In the last few weeks, the sovereignty conversation has moved from academic to urgent. Palantir’s Alex Karp went on CNBC to explain the logic behind his company’s partnership with NVIDIA and spent 20 minutes arguing…

Posted By: Dave Mariani

/ 4 MIN READ

Why I Joined AtScale: The Semantic Layer Inflection Point

Over four and a half years at Snowflake, I watched enterprises run into a problem that’s about to get much worse: every major platform has built its own semantic layer , and none of them…

Posted By: Mike Wandey

/ 5 MIN READ

Enterprise AI: Separate the Reasoning from the Calculation

At this year’s Semantic Layer Summit , practitioners from Anthropic, Chevron, WPP, Accenture, NVIDIA, and OpenHands, compared notes on why production AI keeps breaking down. The consensus? The LLM is not the bottleneck. It’s context.…

Posted By: Jay Schuren