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    RAGEnterprise AIEvaluation

    What makes an enterprise RAG copilot trustworthy?

    A useful enterprise copilot is not a generic chat interface connected to a folder. Trust comes from controlling how knowledge enters the system, how retrieval behaves and what the interface does when evidence is weak or contradictory.

    01

    Retrieval before generation

    If the right evidence is not retrieved, a better prompt rarely fixes the underlying problem.

    02

    Citations must support the claim

    A source link is useful only when it actually supports the sentence the user is relying on.

    03

    Conflicts need a workflow

    Policies change and product pages disagree. The system should surface conflicts rather than silently choose.

    04

    Evaluation is continuous

    Golden questions, adversarial cases and regression checks should evolve with the knowledge base.

    Apply the thinking

    Need this translated into your workflow?

    Share the process, users, knowledge sources, risk and success criteria. The architecture should follow the operating reality.

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