Swim.ai

Swim provides edge-based software that executes real-time analytics and Machine Learning for enterprises, equipment manufacturers, smart-cities, and IOT/IIOT businesses. Its software locally processes and analyzes massive volumes of streaming data from devices/sensors/equipment where it is created, reducing network volumes, and generating real-time machine-learning business insights. Swim deploys its software at the edge to transform data into insights in real-time, and delivers them to businesses, staff, operators, and customers. Its software is a "plug and play" solution for existing equipment and Brownfield environments. Chris Sachs, Rao Arimilli, and Rusty Cumpston founded Swim in February 2015. Its headquarters is in San Jose in California.

DataFabric has been proven to deliver real-time insights on streaming data across numerous distributed environments. From the data, it automatically creates a live graph of stateful objects (or digital twins) to represent real-world data sources, such as sensors, devices, and systems. The DataFabric then dynamically interlinks these objects to maintain concurrency through a secure mesh of connections. As real-time data is generated, these objects process, analyze, react to, and predict to make insights available across the DataFabric and externally through API’s.