PRODUCTION SCENARIO
An insurer is deploying a claims-triage model. Its governance board wants one document that records the model's intended uses, the uses it should not be put to, its risk rating, and its evaluation results, plus a history of every change to that document.
Which solution will meet these requirements?
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Show answer and explanation
Answer: Amazon SageMaker Model Cards
A model card catalogs the intended use and risk rating of a model with training details and evaluation results, and any edit other than an approval status update creates a new version, which gives the board an immutable change history. Model Registry embeds only a simplified model card and adds a version when a model is registered, not when that document is edited. Pipelines orchestrates the steps of an ML workflow. CloudTrail records who called which API, not the document itself.
Official Source: https://docs.aws.amazon.com/sagemaker/latest/dg/model-cards.html ↗