After completing model testing and validation, which of the following is the most important step that an organization takes prior to deploying the model into production?
A.
Perform a readiness assessment.
B.
Define a model-validation methodology.
C.
Document maintenance teams and processes.
D.
Identify known edge cases to monitor post-deployment.
A. Perform a readiness assessment.
A readiness assessment ensures that all necessary components—such as infrastructure, data pipelines, security measures, and operational processes—are in place and fully prepared for deployment. It evaluates the model's integration into the production environment, confirms alignment with business objectives, and verifies that the system can handle real-world conditions, including scalability and performance requirements. This step is critical to minimize risks and ensure a smooth transition to production.
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