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Building Scalable Translation Memory Systems with AI

· 18 min read
PageTurner Team
Research & Engineering

Translation memory systems powered by artificial intelligence represent a fundamental shift in how organizations handle multilingual content at scale. Modern TM architectures combining neural networks with traditional retrieval methods achieve up to 27x throughput improvements while reducing translation costs by 40-70% through intelligent memory reuse. The integration of transformer models, distributed databases, and cloud-native architectures enables systems to process billions of translation segments daily while maintaining sub-second response times.