OpenAI Data Agent Connects Enterprise Data, Dashboards, and Action
OpenAI launched Data Agent in ChatGPT Work. Here is how connectors, business semantics, analytical Skills, dashboards, permissions, and approved actions fit together.
Knowledge path
Semantic Layer
Why Stronger Data Agents Need a Semantic Layer
Schema describes data shape. This guide shows how metrics, entities, dimensions, business rules, and verified examples turn meaning into executable contracts.
A Seven-Layer Architecture for Production Data Agents
A practical architecture for turning an ambiguous business question into a governed, testable chain of semantics, planning, execution, verification, and delivery.
Five Data Agent Routes: Compare Products by the Work They Own
A practical taxonomy for comparing Data Agents across business Q&A, analysis, data science, multimodal research, and data engineering.
The SQL Ran. Why Is the Answer Still Wrong?
A successful query is not necessarily a defensible business answer. This guide covers semantic, grain, time, status, and version errors—and a practical trust chain.
What Is a Data Agent? Four Practical Tests
A data agent is more than a chatbot that writes SQL. Four practical tests—real environments, multi-step execution, verification, and governance—define its production boundary.