← Cases
South KoreaLogistics and transport2026 – ongoing

HMM

Generative AI chatbot for shipper enquiries

HMM introduced a shipper chatbot with translation across 17 languages

In progressCompany's own claim

Problem

Shippers needed information about shipping procedures without knowing specialist terminology. Customs and dangerous-goods requirements added complexity to enquiries.

Approach

HMM introduced a generative AI chatbot jointly developed with LG CNS. It supported conversational enquiries about vessel schedules and freight rates, alongside customs and dangerous-goods information. Translation supported customers using different languages.

Results

17languages supported by real-time translation, according to HMMCompany's own claim[1]

Takeaway

The chatbot extended customer access to specialist shipping information. HMM did not report resolution rates or measured staff savings.

Categories

Business function
Customer service
Evidence
Company's own claim

Sources

Source summaries

[1]Kyungje Ilbo23 Feb 2026

HMM introduced a chatbot developed with LG CNS for shipping enquiries and translation across 17 languages. Reduced staff workload remained an expectation.

Full details are in the original sources.

Added 1 Nov 2026 · Updated 1 Nov 2026
Open case page ↗