AI use-case directory · Trade

HS code classification: real AI examples and a starter prompt

AI suggests tariff (HS) codes from product descriptions with reasoning, so classifiers review suggestions instead of researching from scratch.

Best for: Trade compliance

Real-world examples

Zalando

Cut classification time per item by 71% and saved 49% of classification resources.

Source: MIC blog

igus

Saved 75% of daily classification time while handling 300–500 products a day.

Source: traide.ai success story

Tools

Free or low-cost options first, then enterprise platforms.

USITC HTS search (free)
General-purpose AI assistant (ChatGPT, Claude, Gemini, Copilot; free tiers) for first-pass reasoning
traide.ai
MIC
Descartes

Starter prompt

Replace the [BRACKETS]. Remove names and confidential numbers first.

Suggest the most likely 6-digit HS heading for this product: [DESCRIPTION, MATERIAL, FUNCTION, USE]. Give your reasoning using the General Rules of Interpretation, list 2 alternative headings, and say what extra facts would settle it. I will verify with a licensed broker.

Related Brief coverage

#tariffs

Chip tariffs: the data-center exemption is still in limbo (Issue #2)

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