Phase 2: Agent

The Agent phase performs AI-powered extraction against the document model prepared by Resolve. It locates values in the source document, extracts them with bounding box coordinates, and assigns initial confidence scores. Each extraction is tied to a specific region of the original document, forming the foundation for per-cell provenance. Master instructions and schema-level hints guide the Agent's extraction strategy.