AI Use Case
Automate investment decisions without human intervention
Automated investment decisions by funds that are allocated capital. Funds include Voleon, Castle Ridge Asset Management and Man AHL.
Cost - Job automation,Revenue - Improve trading decisions (eg market demand estimates)
SCT Capital Management~SCT Capital Management $350 Adaptive Quant Trading hedge fund is fully automated,GV~GV evaluates new and follow-on investments using machine learning,Liquidnet~Liquidnet assists fund managers in decision making by analysing market and past trading data with machine learning
Investment Banking And Investment Services
Structured / Semi-structured,Time series
ML Task - Action Selection - Reinforcement Learning ,Traditional AI,Machine Learning (ML),ML Task - Prediction - Regression