Extracting value from the available data is becoming the key differentiator in the financial market. Systems using Artificial Intelligence (AI) can analyse much more data than humans, and therefore they are expected to react quicker and make better investment decisions based on more information.
The start-up AI Investments uses AI in a self-improving platform for optimizing an investment portfolio in a complete trading solution for the global markets, including a diversified way of signalling transactions, determining market conditions, and managing exposure. Instead of predicting the prices of portfolio assets, the solution offers “diversified high probability transaction notifications” for exposure, risk, and position sizing management by applying deep CNN, Long Short-Term Memory networks, as well as an reinforcement learning algorithm based on Monte Carlo Tree Search with value network.