Interactive and autonomous systems, including advanced robotics, warehouse operations, and smart factories and more — are expected to operate and adapt amid increasingly dynamic environments. The complex and unconstrained problem spaces that these industrial systems must navigate, including factory floors and warehouse operations, require increased automation capabilities and more intelligent, adaptive controls. Examples of real world industrial systems that could see significant benefits from more intelligent automation include:
Due to the inherent complexity of low-level AI libraries and algorithms, only an extremely small subset of data scientists can build these dynamic systems today. With Bonsai, your existing development teams can program AI models to increase the control and automation of these advanced industrial systems.
The Bonsai Platform
Bonsai’s AI Platform abstracts the complexity of machine learning libraries like TensorFlow, enabling enterprises to build more automated industrial systems without requiring deep expertise in machine learning. Using Bonsai, developers, data scientists and subject matter experts can can more effectively program and manage AI models that are informed by an enterprise's unique domain and subject matter expertise. In a highly dynamic environment like a warehouse, for example, an organization's intelligence around inventory management is a strategic asset; incorporating this knowledge into picker robots and automated systems is the responsibility of logistics experts and programmers, not data scientists.
With Bonsai’s programming language, runtime and tooling, enterprises can more efficiently build application specific AI models that increase the control and automation of these sophisticated industrial systems. Build, Teach, Use
Using Bonsai, AI models are programed and deployed using the following Build, Teach, Use sequence outlined below:
The Bonsai Platform brings together state of the art techniques in machine teaching and machine learning, providing developers, data scientists and subject matter experts with the tools to teach the desired intelligence to a system, while automating the complex, low level mechanics of machine learning. Using Bonsai, enterprises can more efficiently build application specific AI models that increase the automation and operational efficiency of sophisticated industrial systems.
Specific benefits to be realized from using the Bonsai platform to program your AI models include: