IoTA provides various interfaces and mechanisms to connect sensor and data streams and route data to internal data sinks and processing pipelines.
IoTA analytics and AI capabilities can be deployed in the cloud as well as on-premise and edge platforms. This allows to meet solutions specific requirements, limitations regarding data transmission as well as compliance with privacy regulations.
IoTA supports various modes of scalable execution of analytics flows ranging from batches and micro-batches to streaming-based processing. This includes mechanisms for dynamic triggering and execution management of analytics flows and automatic scaling.