Fine-tuning versus RAG for enterprise systems
Choose between behavior adaptation and retrieved evidence by examining knowledge freshness, provenance, evaluation, privacy, and operating responsibility.
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Analytics APIs
Provide consistent, governed access to business measures and entities for analytical consumers.
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Reviewed enterprise architecture guidance
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Production RAG architecture with governed enterprise context
Design retrieval around source authority, chunking, access control, evaluation, provenance, freshness, and failure behavior rather than a vector database alone.
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