AntData

Oct 27, 2026 · Artificial Intelligence

From Business Question to Traceable Report: How DataSage Builds Reliable Data Analysis Agents

Ant Group's DataSage agent uses a dual-engine architecture (Agentic Loop + Planning), a multi-agent tool system, statistical-profiling-based context management, and a four-layer verification chain to turn vague business questions into traceable, auditable analysis reports with confirmed metrics, evidenced conclusions, and guaranteed delivery.