Stream Analyze AB provides an end-to-end Edge AI platform for developing, deploying, monitoring, and operating decision intelligence on sensors, devices, and machines. Its tools help teams process data and run analytics at the edge, without depending on every event being sent to the cloud. The platform combines four components: Engine, a compact, efficient processing kernel; Federation Services, which coordinate distributed device fleets on-premises or in the cloud; Staging, for testing models on simulated hardware, individual devices, or fleets before production; and Studio, an integrated development environment available on its own or within Visual Studio Code.

The platform supports AI models from sources including TensorFlow and PyTorch, and offers capabilities for data harmonization, model governance, lifecycle management, and automated deployment. Stream Analyze also highlights integration across device architectures, data formats, and other systems. Its use cases include manufacturing quality control, industrial automation, transport, and smart products such as robotic mowers, outdoor power equipment, and tool batteries.