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.