What is a model system card?

A published document describing an AI system's intended use, out-of-scope uses, data access, evaluation, limitations, controls, and logging, so a reviewer can assess it without access to the source code.

Why does a finance team need a system card rather than an accuracy benchmark?

A benchmark does not tell you whether a figure can be reproduced or traced to source. SR 11-7 and COSO's generative-AI guidance ask about limitations and controls, which is what a system card documents.

What is the most important section of a finance AI system card?

The computation boundary: whether figures are produced by deterministic code against reconciled data, or generated by a language model. Model-generated figures can differ between identical questions.

What a Model System Card Should Contain Before Finance Relies on It

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