Case Study

Culturally Grounded Prompts That Beat Frontier Models

A leading AI lab needed original evaluation prompts that a frontier model could not answer through pattern familiarity or memorized public content. Hansem Global built a native-language contributor network across more than a dozen countries and languages to create, test, and independently verify culturally grounded reasoning prompts.

Case Study

Multilingual Annotation for AI Training Data

Enterprise AI systems cannot reliably learn from multilingual document archives when field structures, personal data, and document formats vary across languages and regions. Left unaddressed, these gaps can produce assistants that hallucinate, mis-cite, or fail compliance review before they reach production. Hansem Global built a reusable annotation framework that converted fragmented source documents into structured, AI-ready training data, closing the data-readiness gap without placing the full labeling burden on in-house AI engineering teams.

Case Study

Driving Global Sales Success through Strategic B2B Training Localization for Samsung Electronics

Hansem Global leveraged advanced translation technology and cultural expertise to localize Samsung Electronics' B2B marketing e-learning content, empowering global sales teams to deliver high-impact product messaging across 40+ markets.

Case Study

LDS Church: Religious Localization Excellence

Bridging the gap between global faith and local hearts by ensuring unwavering doctrinal consistency and profound cultural relevance in every message.

Case Study

Digital Learning Content Localization: Skillsoft Global IT & Business Training Case Study

This case study details how we successfully localized Skillsoft's complex IT and business training content for the Korean market, leveraging a high-precision SME (Subject Matter Expert)-based verification system.

Case Study Reducing Localization Costs by Over 90% Through Strategic TM Management and Content Reuse

Reducing Localization Costs by Over 90% Through Strategic TM Management and Content Reuse

For global manufacturers competing in fast-moving markets, frequent product updates and regional model variations are the norm. With dozens of language versions required for each model—often under tight launch schedules—multilingual manual production quickly becomes complex and cost-intensive. Even when translation workflows are mature, the speed and scale of product release cycles often result in rising localization costs. Hansem Global implemented a scalable content strategy focused on controlling source content, maximizing TM leverage, and optimizing content reuse—minimizing new translation volume to just 1–2% per product manuals while accelerating delivery without compromising quality.

Case Study 정부 문서 번역: 한샘글로벌이 수행한 공공 기관 정책 문서 사례

Balancing Speed and Accuracy in Government Policy Translations: Hansem Global’s MTPE Success Story

Discover how Hansem Global expertly balanced speed and accuracy in a high-volume government policy translation project. Learn about their innovative MTPE approach, leveraging technology and human expertise to deliver top-quality translations within tight deadlines.

Case Study E-commerce Localization With MTPE:  Amazon Global Seller

E-commerce Localization With MTPE:  Amazon Global Seller

How Hansem Global approached the localization of Amazon Global Seller (AGS) content and created a successful e-commerce translation.

Amazon