Simplify testing
The future of AI is Tiny
Every day we interact with devices that are rich with data that can help fuel the next generation of smart home, retail, healthcare, energy and autonomous driving. Harness it with MLOps.
Every day we interact with devices that are rich with data that can help fuel the next generation of smart home, retail, healthcare, energy and autonomous driving. Harness it with MLOps.
Unlike most other automation platforms, BeetleboxCI has no requirements or software that needs to be placed on devices. This means that testing is incredibly resource efficient and allows developers to test the way they wish, using the software that they are familiar with.
Through automation, designers can quickly evaluate every iteration of their work in a consistent and repeatable manner. This allows engineers to focus on their use-case with clear data results.
Managing fleets of devices running different machine learning models risks creating a device management nightmare. With BeetleboxCI, users can easily manage exactly what device are doing.
Easily monitor how models are performing in a safe and clearly tracked manner. Run BeetleboxCI on-premise or through private Cloud creating the necessary privacy needed for smart devices.
Highly manual process where developers and data scientists are rapidly iterating, including data preparation and validation. IoT devices are directly connected to the developer’s desktop. Models are sufficient for experimentation but often break when confronted with the real world.
Automated pipelines are introduced that enable training in a fully managed and traceable manner. Important data and validation steps occur throughout the process. Local test devices are connected to the pipeline to gain hardware performance benchmarks.
Models are placed into production with close to zero down time with full system automation. Software is deployed across fleets of connected devices. The system is also able to retrieve new data from devices and use these to optimise models for future use.
BeetleboxCI has a free one month trial. It is also completely free for open source.
BeetleboxCI is the best DevOps platform built specifically for smart embedded devices.