In 2020, Permutable achieved a breakthrough by solving a one-shot learning classification problem to recognize trading pattern formations—a capability still unmatched by modern charting services. The result of this innovation is a powerful solution that deploys real-time, lightweight machine learning models across a cloud-based web server matrix to deliver unparalleled market insights.

Our R2 system – part of our AI trading services – leverages state-of-the-art ‘one-shot’ and ‘small sample’ machine learning techniques to provide actionable trading insights and optimal entry points across a diverse range of assets. These insights are presented through an interactive heat map, customizable to each user’s specific needs, enabling real-time decision-making with high precision.

R2 offers two methods for training the AI to detect patterns. First, users can train the AI by selecting specific patterns from historical chart data. Alternatively, they can create a nodal representation of the desired pattern, giving users flexibility in how they configure the system to recognize complex trading patterns and uncover market opportunities.

With Permutable’s R2 system, traders gain an edge through predictive analytics that allow for more informed trading decisions, opening the door to identifying trends and entry/exit points faster than ever before.