H2O Driverless AI 2026: Benefits, Features & Pricing

H2O Driverless AI is a cloud-based machine automation learning platform specifically designed to help data scientists in all industries. Features include time series, automatic pipeline generation, bring-your-own recipe, model scoring, tuning, validation, automatic feature engineering and selection and deployment.

The software provides users with automatic feature transformation and engineering from given data sets. The platform identifies finding interactions, relevant features and handling missing values, as well as deriving and comparing new features with existing ones.

The AI can convert text strings into features using its ConvNet imagery analysis, term frequency–inverse document frequency and gated recurrent unit for speech recognition. This functionality helps businesses with document classification, sentiment analysis and content tagging.

The software can also monitor and manage model deployment and identify any drifts in scores and predictions. Data can be imported from different sources such as Amazon S3 and Hadoop HDFS and can be deployed in cloud platforms such as AWS, Microsoft Azure, Google Cloud and many others.