How can I automatically classify products for U.S. customs (HTS / HS codes)?

[SupplyGraphAI]

In global trade and customs operations, one of the most time-consuming tasks is assigning correct HS / HTS codes to products.

This usually involves:

• Manually searching official customs tables
• Comparing product descriptions against thousands of classifications
• Interpreting legal notes and chapter rules
• Re-checking classifications for compliance

This process is not only slow, but also prone to inconsistency and human error — especially when working with large product catalogs or cross-border operations.

Recently, I explored an automated alternative powered by Agentic AI:

SupplyGraph AI provides a Customs Classification Agent that:

• Reads natural-language product descriptions
• Maps them to correct HS / HTS codes
• Provides structured, auditable results
• Works at both single-item and bulk scale

You can explore all available agents here:
https://github.com/SupplyGraphAI/supplygraph-ai/blob/main/agents/index.md

And the specific agent documentation here:
https://github.com/SupplyGraphAI/supplygraph-ai/blob/main/agents/tariff_classification.md

It also supports real-time testing through a live demo interface.

Curious to know:
How are you currently handling HTS / HS code assignment in your workflow?
And what challenges do you face with classification accuracy or consistency?