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LLM Capsule

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LLM Capsule lets enterprises run LLM, RAG, and AI agent workflows on real business documents without losing the context models need. It preserves document structure, replaces business-specific content with structure-matched stand-ins before model execution, and reconstructs outputs with original business context. No manual rework.

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