PRISM is Logrus IT’s multi-agent AI-augmented translation framework that combines Retrieval-Augmented Generation (RAG) with AI and human text improvement. The framework operates in secure AI environments and offers quality tiers from full PRISM with comprehensive human review to lite PRIMe with QA-only oversight.
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NMT |
Publicly Available GenAI |
PRISM |
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Translation method |
Parallel-data based |
Prompt-based generation |
RAG-based contextual generation |
|
Context understanding |
Limited |
Only in-prompt context |
Based on enterprise language assets |
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Terminology & domain accuracy |
Low |
Unstable |
Maintained via vector database and AI validation |
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Quality validation |
Manual |
Limited |
AI cross-validation and quantitative QA |
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Enterprise customization |
Difficult |
Prompt-level |
Language-infrastructure level |
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Security architecture |
No data control |
External API |
Isolated and not used for AI training |
Neural Machine Translation (NMT) and generic, publicly available Generative AI offer speed and flexibility. Yet, they often lack contextual depth and terminological precision, and their translation process remains a black box. Enterprise-grade security is another area where they typically fall short.
The Logrus IT AI-augmented PRISM framework addresses these limitations. It grounds every translation in client-approved glossaries, TMs, and style guides to guarantee consistency within and among projects. At the same time, client data stays protected in secure, isolated environments beyond the reach of public AI models.
PRISM offers a clear advantage over NMT or generic AI translation tools for companies that require consistency, security, and verifiable quality. Discover how PRISM transforms enterprise translation workflows and learn how AI is integrated across Logrus IT services beyond translation.
