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.

Function

Operations

Trading

Benefits

Operational Support - Situational awareness,Revenue - Improve trading decisions (eg market demand estimates)

Case Studies

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

Industry

Financial Services

Investment Banking And Investment Services

Data Sets

Structured / Semi-structured,Time series

AI Technologies

Traditional AI,Machine Learning (ML),ML Task - Prediction - Regression,Model Architecture - Deep Neural Networks

Potential Vendors