Gartner has recently included Adaptive AI as one of the Top Strategic Technology Trends in 2023. It can be seen as an AI system that adapts to changing real-world situations and continuously evolves based on real-time data. Adaptive AI leverages event stream processing to retrain learning models and thus adjust for unforeseeable circumstances.
Moving Artificial Intelligence models to production environments for IT businesses is as much crucial as painful. This article will show how to wrap ML models into containers, how Seldon helps Ops engineers to orchestrate thousands of models together and how Apache Kafka connects these assets with heterogeneous data and heavy workloads.