Statement 34: Configure a staging environment 

Agencies should

  • Criterion 114: Ensure the staging environment mirrors the production environment in configurations, libraries, and dependencies for consistency and predictability suited to the use case.

  • Criterion 115: Measure the performance of the AI system in the staging environment against predefined metrics.

  • Criterion 116: Ensure deployment strategies include monitoring for AI-specific metrics, such as inference latency and output accuracy.

Statement 35: Deploy to a production environment

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