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Automation Analysis

From The Foundation for Best Practices in Machine Learning

Automation Analysis

Control

Determine and define data, Model, and component integration validations that can be reasonably automated. Assess and define any processes during the development, deployment, or maintenance phases that could benefit from integrating automation into the testing infrastructure. Be sure to review - (a) the Organisation Capacity Analysis, as discussed in Section 4 - Problem Mapping, while determining the feasibility of automating the identified processes; and/or (b) the Industry, Deployment, and Societal Contexts, as discussed in Section 3 - Context, to uncover any gaps or misalignment raised by the automation of any identified process.


Aim

To (a) identify suitable and effective areas for incorporating testing automation within the Product development, deployment, and maintenance phases; and (b) highlight associated risks that might occur in the Product Lifecycle.


Additional Information