Human translation

From Guesswork to Growth: How Data-Driven Language Strategy Transforms Global Business Success

Ciklopea 4 months ago 7 min.

In today’s interconnected economy, the difference between companies that thrive globally and those that struggle often comes down to one critical factor: how they approach language strategy and localization planning. While many organizations still rely on intuition or outdated market assumptions, forward-thinking companies are embracing a fundamentally different approach—one powered by data, precision, and strategic insight. 

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Quarterly Business Reviews (QBRs) and KPIs in Localization: A Strategic Approach for Regulated Industries

Ciklopea 8 months ago 5 min.

In regulated industries such as pharmaceuticals, medical devices, technology, fintech, and life sciences, compliance is paramount and documentation errors can have significant regulatory consequences. Localization isn’t merely translation—it’s a critical risk management function requiring rigorous oversight. This is precisely why structured Quarterly Business Reviews (QBRs) and validated Key Performance Indicators (KPIs) have become essential governance tools for procurement professionals managing localization services.

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Why LLMs Aren’t Ready to Replace Human Translators

Ciklopea 12 months ago 2 min
Why LLMs Aren’t Ready to Replace Human Translators

In today’s digital age, the landscape of language services has undergone a dramatic transformation. With the advent of free translation tools, many wonder about the future of language service providers (LSPs). At Ciklopea, we’re not only adapting to these changes, but have evolved to offer unparalleled value in this new ecosystem.

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Understanding Linguistic Annotation: Enhancing Language Data for AI and ML

Ciklopea 1 year ago read 10 min

In the evolving landscape of artificial intelligence (AI) and machine learning (ML), the role of linguistic annotation has become more important than ever. As companies and developers work to build smarter systems, from chatbots to translation tools, the need for high-quality language data is paramount. But what exactly is linguistic annotation, and why is it so important?

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The Crucial Role of Linguistic Validation in Global Research

Ciklopea 1 year ago 8 min.
linguistic validation

In an increasingly globalised world, research and clinical trials often span multiple countries and cultures. This expansion necessitates the accurate translation of materials to ensure that all participants, regardless of their native language, can understand and respond appropriately. This is where linguistic validation comes into play.

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The Four Eyes Principle in the Language Industry: How Does it Work?

Ciklopea 7 years ago 5 min read

Every serious language service provider has a quality management system in place that may include various steps depending on the project requirements. However, these quality management systems are always built around the two major phases of translation/localization project – translation and revision (also known as bilingual editing) that are performed by two individual linguists or linguist teams.

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