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Pre-Deployment Evaluation
Pre-deployment evaluation refers to the systematic assessment of AI systems before they are released into production environments, covering technical performance, safety, bias, security, and compliance readiness. Organizations use these evaluations to identify and mitigate risks, validate that models meet required standards, and ensure alignment with regulatory expectations before real-world impact occurs. This stage is critical for enterprise governance because it provides the last control point to prevent problematic systems from reaching users and affecting business operations or stakeholder trust.
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