The Missing Third Leg of Every Agentic AI Stack
Every architecture diagram I see draws the same three boxes. Sometimes it’s Model + RAG + MCP . Sometimes it’s Model + MCP + Tools. The labels move around, but the shape never changes. The…
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The Multi-Cloud Metrics Problem Snowflake, Databricks, and BigQuery Can't Solve Alone
Enterprises running Snowflake, Databricks, and BigQuery side by side no longer struggle with data movement. Data pipeline tools solved that years ago. Now they have a metrics problem: the same “gross margin” or “active users”…
Inside a Real Benchmark: Measuring the Cost of AI on the Warehouse
Any AI performance conversation runs the same three tracks: token costs, inference latency, and model accuracy, and all three numbers matter. But once an AI system reaches enterprise data, a fourth system starts determining both…
The Other Half of Intelligence Efficiency
AI usage isn’t the same as AI value. That’s why Snowflake introduced “intelligence efficiency” this week. In a post on Snowflake’s blog , CEO Sridhar Ramaswamy laid out how companies are pouring money into AI,…
Anatomy of a Vague Natural Language Prompt: What an Unguided LLM Does to Your Warehouse
“What was revenue in the Northeast region last quarter?” At first blush, the query looks simple enough. It reads like something you’d ask an analyst on your team and get an answer back in five…
Have Meaning, Will Travel: Why Apache Ossie Needs You
Here’s a heretical question worth considering: what if standards are actually beside the point for semantic layers? Apache Ossie was recently announced as the open standard successor to the Open Semantic Interchange (OSI) initiative. Its…
AI Isn't Replacing BI. It's Finally Finishing the Job.
Will AI replace BI? Consider this: The cloud didn’t kill the data warehouse. Self-service didn’t kill the dashboard. Donald Farmer , who’s watched decades of this cycle repeat, put it to me plainly on the…
Inside the AtScale and Snowflake Partnership: Why Snowflake Embedded AtScale in Semantic Views
The Snowflake Semantic Views XMLA Endpoint , powered by AtScale, is an integrated product offering. It’s the only semantic solution to have this distinction. It’s not something bolted on the side of Snowflake; it’s the…
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…
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…