This draft recommendation focuses on the automated machine learning (AutoML) functional capabilities for artificial intelligence development within the Al cloud platform. This draft recommendation covers the terminology, features, and reference design of an AI cloud platform using AutoML to enable the development of business-oriented intelligent multimedia applications. The purpose of this draft recommendation is to provide a general technical specification to facilitate AutoML techniques that could better assist in the development of AI multimedia applications.