Consensus-based Agentic LLM Framework for Harmonized Tariff Schedule Code Classification

arXiv·medium signal

Applies a multi-agent consensus framework of LLMs to Harmonized Tariff Schedule (HTS) code classification, a high-stakes task underpinning customs clearance and duty assessment. Demonstrates a concrete agentic-consensus design pattern (multiple agents reconciling to a single answer) applied to a regulated, error-sensitive enterprise workflow.