MADP: A Multi-Agent Pipeline for Sustainable Document Processing with Human-in-the-Loop

In three linesMADP is a multi-agent architecture for enterprise document automation, combining deep learning classification and LLM extraction with human validation. Deployed on 955 real documents, it achieves 97% full-pipeline automation and reduces FTE requirements by 70%. 98.5% document-level accuracy with human-in-the-loop; 69% CO2 reduction vs manual processing.

Summary generated by Claude — human-verified