T21. Algorithm deployment metrics design

The organization can only ensure desired algorithm performance by designing appropriate metrics to evaluate it.

The Algorithm Owner (T56) should ensure that the organization defines and documents pre-deployment performance metrics that the algorithm must meet prior to deployment or updates.

The Algorithm Owner should ensure that the performance metrics align with the organization’s values and risk tolerance.