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Check the Answer: Evaluating AI Outputs in Treasury

"I want to know how to actually check whether an AI answer is right before I rely on it."

  1. 1
    Problem

    Understand why "it sounds right" is not the same as "it is right," and what changes between a public and a private model.

    ARTICLE

    Public vs Private LLMs in Treasury

  2. 2
    Mechanism

    Distinguish the three ways an AI answer can fail: unsupported, contradicted, or simply incomplete.

    ARTICLE

    The 3 Ways AI Works in Treasury

  3. 3
    Example

    Apply a verification grid to a real example, sentence by sentence.

    TOOL

    AI Output Review Lab

    A source document and an AI answer built from it. Mark each sentence supported, unsourced, or contradicted, then check against an editorial answer key.

  4. 4
    Tool

    See what a complete verification method looks like for a live use case, not just a one-off check.

    ARTICLE

    Episode 2: How to Build an AI Treasury Copilot for FX Risk Monitoring (No Coding Required)

  5. 5
    Implementation questions

    Define your own verification method before you rely on any AI output for this task.

    TOOL

    AI Use Case Canvas — verification method

    Revisit the "how will a human check the output" and "who owns the result" fields — the two questions this whole course is really about.