Updated August 13, 2026
Snowflake Partnered with AtScale for a Reason: Your Semantic Layer Is Too Important to SurrenderSnowflake has embedded AtScale as the only semantic layer in its platform, extending Semantic Views to Power BI and Excel, so they get the same accurate metrics your AI gets. Snowflake, whose thousands of customers include Capital One, Toyota, and…
Updated June 1, 2026
The Real Cost of Data Architecture Technical Debt (And How It Spreads Across Your Business)The cost of "good enough" data architecture won't hit your business all at once. That's what makes it so insidious. When Brian Jones, Senior Director of Data Services at Papa Johns, joined the company, he inherited exactly this kind of…
Updated May 27, 2026
Marc Benioff on the Importance of Semantic Layers to SaaSThe CEO of Salesforce went on All-In and called the semantic layer the key to SaaS company survival. Here's why he's right, and what most SaaS companies are getting wrong. Marc Benioff went on the All-In podcast last week and…
Updated May 22, 2026
10 Things We Learned at the 2026 Semantic Layer SummitMost enterprise AI governance conversations start with LLMs. But when an AI agent returns a wrong answer, the failure usually traces back to a much simpler problem: the business logic behind the answer was never defined in a place the…
Updated May 21, 2026
The Fifth Semantic Layer Summit Is the Strategic Pivot Point for Leaders Betting Their Enterprise on AIOne day with the platforms, the standard-bearers, and the enterprise architects deciding the next decade of enterprise data architecture. May 20, 2026. The semantic layer has escalated from technical curiosity to strategic imperative. At the first Semantic Layer Summit in…
Updated May 15, 2026
The Semantic Wars Are Here. Google, You’re Next.Microsoft started a semantic war with Databricks. The next front is AI. Google customers need a semantic strategy to stay free on both. Microsoft just killed the connector that let Power BI read Databricks’ business metrics. This was the opening…
Updated May 13, 2026
Google Paid $2.6 Billion to Prove AtScale Right About SemanticsThe Looker rename is news. The bigger story is what it means for the semantic layer in the AI era. Google is renaming Looker Studio back to Data Studio. The seemingly simple move sends a big signal: the semantic layer…
Updated May 7, 2026
Inside the Trillion-Dollar AI Problem: Context and ComputeSnowflake, Tableau, and BlackRock named the symptom. Jeremy Arendt at Blue Yonder is showing operators what it actually costs. Jeremy Arendt runs analytics engineering at Blue Yonder, the supply chain platform behind a meaningful slice of the world's trucks, warehouses,…
Updated May 4, 2026
Microsoft Held Databricks Customers Hostage. Customers Paid the Ransom. Freedom Ends It.Microsoft made a small, deliberate change to the Power BI connector for Azure Databricks (release notes). The change looks technical, but it's really a move to seize control of the semantic layer, where your company defines what revenue, customer, and…
Updated May 4, 2026
Google Just Made Iceberg the Format Foundation of Compute. Make Sure Your Semantics Are Ready to Travel.What Google announced at Cloud Next wasn't an upgrade. It was a starting gun. Google announced a cross-cloud lakehouse standardized on Apache Iceberg. Not BigQuery's tables. Not a Google format. Iceberg. Open. Sitting in object storage you own. Readable by…
Updated April 30, 2026
BI Tools Keep Trying to Own Your Semantic LayerEvery decade, someone reinvents the BI-embedded model. Every decade, customers end up migrating off it. The semantic layer is the context layer for AI, and putting it inside one BI tool was the original sin. Last week, Omni raised a…
Updated April 29, 2026
The Math Behind the AnswerI'm hosting a session on May 20. Here's what we'll dig into. Agentic AI looks impressive in a demo, until you ask it a question your CFO actually cares about. If an AI agent can't reliably answer “What was net…
