Articles

Long-form thinking

The Data Consulting Agentic Shift: Tony Zeljkovic on What Survives

Omni's $120M Series C Is Not a BI Story. It Is a Semantic Layer Story.

MCP and the Semantic Layer: How AI Agents Finally Get Governed Business Context

Semantic Layer ROI: The Business Case for Building It

The AI Shepherd: Why the Most Important Role in AI Does Not Exist Yet

Welcome to Allocating Intelligence

The Truth Architect: Semantic Layer AI Strategy

The Debuggability Gap: AI vs SQL & The Data Foundation AI Needs

The Intelligence Allocation Stack: Start at Layer One

Why AI Agents Fail in Production: The Data Architecture Behind the 90% Failure Rate

Deploying AI Agents in the Enterprise: What Every Executive Gets Wrong

How to Implement a Semantic Layer: A Practical Guide for Data Teams

The Modern Data Stack in 2026: What Actually Belongs in Your Data Foundation

Data Pipelines for AI Workloads: Why Orchestration Is the Bottleneck Nobody Fixes

Data Orchestration for AI: Why Your Pipelines Are Not Ready for Autonomous Agents

Snowflake Semantic Views vs Databricks Metric Views: Which Platform Owns Your Business Logic

The Modern Data Stack Is Not a Stack. It Is a Foundation.

Semantic Layer Tools Compared: dbt vs Cube vs AtScale for Enterprise Data Teams