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AI in Treasury

Testing AI Outputs

How do you check that what the AI gave you is actually right?

Learning pathCheck the Answer: Evaluating AI Outputs in TreasuryShow path▸
  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 how AI is used (builder, advisor, agent), because each mode fails in a different way.

    ARTICLE

    The 3 Ways AI Works in Treasury

  3. 3
    Example

    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)

  4. 4
    Tool

    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 the answer key.

  5. 5
    Checklist

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

    TOOL

    AI Use Case Canvas — verification method

    Fill in "how will a human check the output" and "who owns the result". The canvas lists what is still missing.

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Public vs Private LLMs in Treasury

Why This Matters Right Now? The AI explosion has created two real options for everyone: public LLMs accessed through APIs (like ChatGPT, Gemini, etc) and…

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