Data challenges in classification and the role of AI in data

Elizabeth Davies
Elizabeth Davies
Head of Customs Compliance and Classification, TariffTel, United Kingdom of Great Britain and Northern Ireland
Published 29 Oct 2024
Data challenges in classification and the role of AI in data
AI generated
Everyone knows how crucial accurate customs classification is to global trade compliance. In this article, the author explores the importance of accurate data in customs classification, which data matters, and how to trust the data you are working with. She also explores the evolving role that Artificial Intelligence (AI) can play in assigning tariff codes now and potentially in the future.

Related content

View glossary entry

Combined Nomenclature (CN): the EU's 8-digit customs code

12 Aug 2026

What the Combined Nomenclature is, how an 8-digit CN code is structured, its legal basis, and how the yearly updates and the correlation table work.

Classification
Classification of goods: pitfalls in the use of automation

Classification of goods: pitfalls in the use of automation

Christopher Matt
Christopher Matt
01 Oct 2023

Christopher Matt, Managing Director and Head of the classification and export controls unit at MA-TAX Consulting GmbH, shares practical lessons from 15 years of running customs classification as a full…

Classification
Digitalisation
Central customs IT processes in a company: classification

Central customs IT processes in a company: classification

Michael Tomuscheit
Michael Tomuscheit
23 Apr 2023

Tariff classification sits at the centre of a company's customs IT landscape, feeding everything from clearance to export-control sanctions screening - this lesson explains how to design a classification process…

Classification
Digitalisation
Automatic classification of goods with machine learning

Automatic classification of goods with machine learning

Luis Gomez
20 Nov 2021

Machine Learning is an exciting new field, and while it carries risks (what if the computer makes the wrong decision), it has the potential to free up a significant amount…

Classification
Digitalisation
Topic spotlight
AI and the future of customs tariff classification

AI and the future of customs tariff classification

Martin Pay
Martin Pay
28 Sep 2025

Artificial intelligence is not just a far-off idea; it is already changing the way that global trade is conducted. This is nowhere more apparent than in the tariff classification, where…

Classification
Digitalisation
Perspective
HS 2028 revision: key changes and how to prepare

HS 2028 revision: key changes and how to prepare

Eglė Pučkuvienė
Eglė Pučkuvienė
29 Mar 2026

This article reviews the changes introduced in the HS 2028 revision. A total of 299 sets of amendments have been introduced, covering areas such as healthcare, epidemic control, emergency preparedness,…

Classification
Explainer