Ayla’s AIoT platform is designed to work in concert with the device management services and includes the following capabilities.
- Data Pipeline Processing – securely collecting and streaming data from the data to the cloud.
- Data Management – cloud storage of data at rest in pre-defined IoT schemas by use case or vertical.
- ML Algorithms – pre-built machine learning models to predict key outcomes such as device failure, performance degradation, and other risk events.
- Dashboards – visualization solutions for end-users to understand the data and drive better business decisions