“Truth - more precisely, an accurate understanding of reality - is the essential foundation for producing good outcomes.”
Believing that Artificial Intelligence (AI) will profoundly change the world of finance, we push the boundaries of AI in the field of financial market forecasting. We develop fully automated high-precision trading systems that are capable of creating systematic returns that professional traders and rule-based algorithms currently cannot match.
Based in Switzerland, we successfully apply our trading systems to global financial markets as well as the crypto-currency ecosystem and provide our partners with impressive returns along with minimal downside risk.
By decomposing financial data into its underlying components, we bring to light hidden market inefficiencies and predict future price moves.
Unique technological breakthroughs enable exceptional trading performance in both traditional securities markets and the crypto-currency ecosystem.
Our specialized AI trading algorithms analyze news, price data, and crowd sentiment to greatly outperform the market average.
Full end-to-end automation eliminates human error and conflicts of interest and ensures utmost transparency.
Highly specialized Deep Neural Networks are key to many of our scientific breakthroughs and enable impressive trading returns.
To ensure outstanding performance for our forecasting systems, we go beyond traditional statistics, optimization, and machine learning approaches and develop all algorithms from scratch, combining insights from a multitude of scientific fields.
Different parts of our machine learning, analytics, and trading pipeline have been designed to run on GPU hardware for maximum performance. Custom CUDA kernels were developed to improve AI training speed and model response times.
We use NLP to parse every relevant white paper, news article, or Twitter post available on the web to create the most comprehensive view of current and future market sentiment.
Price charts are a superposition of many independent signals. Our innovative AI system enables us to decompose market data into its underlying components (specific news, market makers, crowd behavior, etc.) to make much more precise predictions.
Large amounts of market data and news along with algorithmically enriched meta-information are collected to get a complete snapshot of the financial world at any point in time to ensure maximum reliability and a predictable live performance of all developed trading systems.
State-of-the-art techniques, including time-series frontends, AI indicators, and subspace projection methods (e.g., Non-Negative Matrix Factorization, PCA, t-SNE, and ISOMAP) display valuable market insights and enable fine-grained reporting of all generated AI decisions.
All storage and software services are deployed on geographically redundant premises and are configured for high availability. NIST-compliant encryption is used for all communication channels. Our custom-built hardware is locked and biometrically secured inside specialized data centers.