Building the Future of Autonomous Systems
With Microsoft’s autonomous systems solutions, Fresh can help experts in their fields deploy the power of machine learning to real-world applications without the need for in-depth data science expertise. Machine teaching, Microsoft’s paradigm for creating autonomous systems, allows us to directly leverage subject matter knowledge by defining desired system workflow and then allowing a reinforcement learning agent to experiment and optimize.
Empowering Customers with Autonomous Systems
The Microsoft autonomous systems Project Bonsai tool uses machine learning to develop powerful solutions for industries including manufacturing and construction. During the Early Access stage of the tool, Fresh partnered with Microsoft’s autonomous systems team to pilot applications with Fortune 500 customers, leveraging our expertise in hardware control systems to create custom solutions and improve usability. Along with other Microsoft partners such as MathWorks, we are enabling innovative products, tools, and technologies that support more efficient businesses.
Democratizing Artificial Intelligence
Reinforcement learning brings powerful control to real-world applications, but it also requires careful planning and implementation from subject matter experts and data scientists. Fresh has experience providing these strategy and implementation services, including simulator development or refinement, platform and process onboarding, integrating with databases or hardware, and planning experiments that drive towards robust, usable applications.
Together, Microsoft automates the training of reinforcement learning agents, and Fresh enables companies to manage autonomous systems confidently and efficiently.
Bringing Innovations to Hardware
The autonomous systems we create help humans and machines work together productively and safely. Fresh has designed and built autonomous vehicles for tasks requiring high degrees of accuracy and safety, such as forklifts and compact track loaders that increase productivity on construction sites. The Microsoft autonomous systems Project Bonsai tool enables our teams to solve new challenges in the robotics field by replacing complex control systems with more robust and scalable machine learning solutions.
Autonomous Systems that Produce Real Results
Fresh brings extensive experience developing full-stack applications across systems and technologies. In addition to machine learning implementation and consulting, we provide design-focused services and solutions to help our customers target and tackle unique challenges.