AI Use Case
Forecast asset pricing based on market patterns
Forecast asset pricing based on market patterns. This can be for investment banking trading and back office teams.
Operational Support - Situational awareness,Revenue - Improve trading decisions (eg market demand estimates)
Baillie Gifford~Baillie Gifford investigates the potential of AI to improve efficiencies through automating fund manager's tasks ,ING~ING reduced trading costs by 25% and sped up pricing decisions for 90% of trades in a pilot implementing an AI system to analyse trade data and optimise price suggestions,Deutsche Bank~Deutsche Bank implements AI trading platform for predicting equity prices and volume,Overbond~Overbond predicts yields for new bond issues with less than 0.02 percentage point inaccuracy by using machine learning,Man Group Plc~Man Group extends AI models to four large funds for predicting financial market pricing and risk,Bloomberg~Bloomberg has piloted a short term market forecasting application which uses deep learning to make predictions
Investment Banking And Investment Services
Structured / Semi-structured,Time series
Traditional AI,Machine Learning (ML),ML Task - Prediction - Regression,Model Architecture - Deep Neural Networks