DataFunSummit

May 9, 2026 · Artificial Intelligence

DeepEye: Building an Autonomous, Human‑Steerable Data Agent System

The article presents DeepEye, an open‑source autonomous data‑agent platform that combines LLM reasoning, workflow orchestration, and human‑in‑the‑loop control to enable end‑to‑end analysis of heterogeneous data, and introduces a six‑level capability taxonomy to guide its evolution from manual to fully autonomous operation.