Metric Definitions and Business Glossaries for AI Agents
Defining metrics for AI agents prevents the ambiguity that derails most AI projects.
Farah Serrano
Section
Semantic Layer for AI
9 stories in Semantic Layer for AI.
Semantic Layer vs Vector Database for AI Querying
Choosing between them determines whether your AI gets reliable answers or confident wrong numbers.
Yuki Novak
Metadata Management for AI-Consumable Data
AI projects fail at the data layer before models ever see a query.
Farah Serrano
Power BI Semantic Layer Capabilities and Limitations for AI
Power BI's semantic layer excels for analysts but struggles with autonomous AI agents.
Owen Whitlock
Semantic Layer Architecture for AI Workloads
Semantic layers double AI accuracy by enforcing consistent data definitions.
Nadia Kaur
Semantic Layer Tools and Platforms Evaluation
Most AI projects fail because data definitions are fragmented, not because models are weak.
Nadia Kaur
Semantic Layer Examples in Production Data Platforms
Grounding AI agents in a governed semantic layer lifts accuracy from 40% to 83% on data queries.
Owen Whitlock
Structural Metadata vs Semantic Metadata for AI Consumers
AI agents can't fill in the meaning that human analysts guess from context.
Yuki Novak
dbt Semantic Layer for AI Agent Querying
dbt Semantic Layer gives AI agents access to verified metrics instead of plausible-sounding guesses.
Nadia Kaur