Vertex AI is a cloud-based platform developed by Google that consolidates machine learning development tools into a unified environment. It allows developers to build, train, and deploy machine learning models using scalable infrastructure. Vertex AI integrates with other Google Cloud services to help handle data preparation, model training, and hyperparameter tuning efficiently. It's particularly useful for teams seeking to streamline the workflow involved in machine learning model operations.