Stratos Perception, LLC
Advancing Industrial Autonomy, Safety, and Scale
AI Innovators Since 1997
Stratos Perception develops artificial intelligence solutions, including novel foundational models, algorithms, and AI intellectual property, to solve problems concerning automation at scale interacting in the physical world. While Stratos was founded in 2018, our artificial intelligence roots goes back to 1997 with a dissertation on neural networks applied to rocket engines to detect early stages of failures....
Heterogenous Flow Metering
The economic management and component-wise metering of multiphase and multi-compositional flow systems is a historically hard, and often intractable, problem. Our patented AI technology essentially eliminates uncertainties in monitoring the behavior of many types of multiphase and heterogeneous flows, including for novel applications such as in mobile systems, microfluidic systems, biological fluid flows, and in microgravity applications...
Comprehensive Physical Condition Monitoring
We have developed an AI algorithm that solves highly underconstrained complex dynamical systems. Our elegant solution solves an adaptive estimation problem that underlies essentially all industries and has been historically intractable. Such solution is a paradigm shift for sensing and control, providing machines and processes the unprecedented level of situational awareness needed for comprehensive predictive maintenance, fault-tolerant control, and reliable safe adaptive autonomy at scale...
Contextualized Automated Vehicle Intelligent Control
Vehicle and robot autonomy fail dramatically relative to human capabilities in many environments. Such environments may be characterized by vulnerable dynamic human populations and spurious misleading artifacts. Our research has identified a vital requirement of intelligence for comprehending highly stochastic environments and for operating (e.g., navigating) machines at high and variable speeds in such environments. We would enjoy an opportunity to discuss this research with you...
