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The most dangerous assumption a team can make is that a model that works in English will work everywhere else. This year, many teams have moved beyond experimentation and are now attempting to scale AI across global, customer-facing workflows. But once a model moves into production across multiple markets, subtle failures start to surface. It […]

For the past few years, most enterprise AI conversations have focused on models: who has the biggest one, the fastest one, the best benchmarks. These questions made sense when AI was still largely experimental and limited to narrow, low-risk use cases. That idea no longer holds up. AI systems are now embedded in customer support, […]

Compliance and quality in data annotation are difficult to maintain without a system. For enterprises operating at scale, the process of data creation is often the single greatest point of failure for model stability and regulatory assurance. When multilingual projects grow to thousands of tasks with hundreds of annotators working on them, operational chaos can […]

Join Stephanie Harris-Yee and Erik Vogt for an in-depth conversation about the complex relationship between quality and pricing in the localization industry. Join the conversation that goes beyond traditional quality metrics and build pricing models that reflect the true value and risk associated with different types of content. Key topics covered: Three dimensions of quality: […]

Most localization projects are geared toward a finished product. Whether it’s a clinical trial protocol or a technical manual, the end goal is that a person can read and understand the content in their own language. Success is measured by accuracy, compliance, and brand consistency. In traditional localization, success is largely measured in deliverables and […]

Metadata is becoming one of the biggest untapped opportunities in localization. Yet it’s a topic that rarely comes up when we talk with clients about language services. Last month in our latest Field Notes episode, our Global Marketing Director Stephanie Harris-Yee and Erik Vogt, our Solutions and Innovations Director, discussed why this “invisible” data is […]

User-generated content (UGC) is a major force in today’s digital marketplace, creating consumer trust and influencing buying decisions. Real customer experiences shared through reviews, social media, and forums give brands valuable insights and integrity. However, the impact of UGC can be significantly reduced if it doesn’t resonate with global audiences. When UGC is translated into […]