Artificial Intelligence #llm#harmonized tariff schedule
New Agentic LLM Framework Improves HTS Tariff Code Classification for Maritime Logistics
Researchers have developed a consensus-based agentic large language model framework for Harmonized Tariff Schedule (HTS) code classification, addressing challenges in maritime logistics. The framework integrates multi-agent retrieval, evidence-grounded reasoning, and human-in-the-loop escalation, outperforming single-step LLM predictions on a private dataset of 3,300 product records.
Jun 16, 2026 1 source