Digital twin implementations not only create a user interface that is naturally understandable to any user who is familiar with the system it is emulating, but also create a digital testbed for using the system under customizable parameters and scenarios. When your solution from Eoptic includes digital twin capabilities, the door is opened for developers to perform advanced analytical techniques and create near-native integrations with maximum operational context.
Whether you want to make a custom user interface, need to use a specific C2 platform, or want to pipeline your data and insights into a 3rd party system, Alltonomous is ready to fill the gaps between your components without the hassle of having to replace your existing workflows. The platform follows Modular Open Systems Approach (MOSA) principles to ensure that components can be swapped out when new techniques are discovered and so interoperability with 3rd party systems is streamlined.
After a digital twin of your hardware is developed on the Alltonomous platform, and your system is configured to upload data points from each component you want to model, the digital twin can essentially become a ML playground for determining optimal parameters for configurable parts of the system. Monte Carlo simulations, reinforcement learning, and other statistical & ML techniques can take advantage of the digital twin to experiment on your processes without having to run your processes over and over again. When Alltonomous is connected to edge system controllers, these optimizations can be applied on-the-fly to create a feedback loop of continuous improvement.
For complex operations involving multiple sensor platforms or autonomous systems, Alltonomous provides an interface to visualize a library of automated procedures between your system or system of systems. Execute these procedures virtually before they are deployed. Examine the behavior of these procedures on real-world data captures to enhance decision making and understand how the system will react to various cases.
Alltonomous-enabled systems can be easily configured with override procedures from human input, conditional events occurring within other systems, and AI agent systems. This allows insights discovered on the Alltonomous platform to contribute to your system's decision making protocol. Ensure your system understands the maximum breadth of options when you need to add external safeguards to your system or enhance your explicit procedures with intuition. Never get stuck playing the telephone game during a dire situation.
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