MAKE YOUR AI SOLUTIONS EXPLAINABLE, PREDICTABLE, AND SAFE

ACCELERATE YOUR AI DEVELOPMENT AND DEPLOYMENT PROCESS

CREATE PERSONALIZED AI SOLUTIONS WITH USER-SPECIFIC DATA

We build valuable and cost-saving software tools that revolutionize how AI-based solutions are developed and deployed to increase their SAFETY. SPEED TO MARKET. PERSONALIZATION.

Our vision is to be every AI developer’s companion not only during the development phase, but also during deployment in the real world.
As artificial intelligence continues to transform society, it is important to remember that unsupervised AI is bound to fail in new, ambiguous, and complex environments that deviate from their training environments. Despite careful pre-training and testing, it is impossible to prove that deep learning and other machine learning models will work correctly for future unseen data or cases. We believe that the risk of failure should not discourage the deployment of AI-based solutions. That’s why we’re using SurpriseAI to develop products like SafeguardAI that monitor AI solutions at runtime and generate timely feedback for emergency human intervention.

What is Surprise Artificial Intelligence?
SurpriseAI is our patent-pending machine intelligence technique that uses surprise learning to help deep learning and other AI-based systems autonomously learn and plan in an unknown environment without any prior knowledge of its actions or their impact on the environment. Surprise learning (SL) is a class of machine learning algorithms founded on the concepts of Complementary Discrimination Learning, first introduced by Nobel Laureate Herbert Simon and further developed by our co-founders. SL imitates how a child learns by learning a predictive model that forecasts the expected observation of a executing an action, and improves it when contradictions occur.
SL is excellent at runtime adaptation: its key feature is detecting and adapting to unforeseen or anomalous trends that were not learned by an underlying system (e.g. a deep learning model) during its training phase in runtime.
OUR PRODUCTS
Use SafeguardAI to build more dependable AI solutions that your customers can trust.

Using our SurpriseAI technology, our product SafeguardAI integrates autonomous runtime monitoring and an early warning system into your AI solutions to protect end users from runtime errors and unintended consequences.

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