Language Weaver
Description
Language Weaver is an enterprise AI translation platform that combines advanced language models, domain adaptation and human-in-the-loop review to process multilingual content at scale.
The platform is powered by Language Weaver Pro, a 100+ billion parameter large language model (LLM) developed in partnership with Cohere. Unlike general-purpose AI, this model is specifically trained for translation tasks to manage complex context, nuance and ambiguity across various content types. Language Weaver supports over 3,000 language combinations and integrates directly into existing enterprise workflows via API, connecting seamlessly with content management systems (CMS), translation management systems (TMS) such as Trados and authoring environments like Tridion Docs. Data security is a foundational element of the architecture; the platform can be deployed in the cloud or on-premise, utilizing strict data isolation and encryption protocols where enterprise data is never shared externally or used to train third-party public models. To ensure accuracy and appropriateness, Language Weaver incorporates human-in-the-loop workflows. Human linguists review and validate the AI output, fine-tuning the results to meet specific brand guidelines, cultural nuances and regulatory standards.
Example use cases
- Localization: Accelerate website, app and documentation updates across global markets.
- Experience: Deliver real-time multilingual support, chat and self-service through embedded APIs.
- Compliance: Translate sensitive legal, life-science and financial content securely.
- Analytics: Enrich AI and knowledge-management systems with multilingual data.
- Workflows: Support LLM training and multilingual fine-tuning through domain-specific datasets.
Key benefits
RWS perspective
Language Weaver embodies the RWS commitment to combining intelligent technology with human linguistic expertise. The platform delivers the speed, scale and consistency of advanced AI, while our human specialists ensure absolute accuracy, appropriate tone and cultural resonance. This seamless synergy gives enterprises the confidence to communicate authentically in every market.
Every deployment is anchored in secure, responsible AI practices that prioritize data ethics, fairness and transparency. Our teams collaborate closely with clients to design workflows that meet stringent industry standards, protect sensitive information and continuously improve through expert feedback. As a core part of the RWS ecosystem, Language Weaver connects effortlessly with Trados for translation management, TrainAI for data services and Tridion for structured content delivery – providing a unified, end-to-end solution for global content.