We will show how our open source common AutoML layer A2ML (https://github.com/augerai/a2ml) can be used to automatically build optimal machine learning models inside your applications. A2ML features a pipeline common to all AutoML solutions: Import, Train, Evaluate, Predict, Deploy, Review. It supports Auger.AI's AutoML but also Google Cloud and Azure's AutoML as well. This is a developer focused talk. We will show both the A2ML CLI and the Python API.