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.

Function

Benefits

Cost - Job automation,Revenue - Improve trading decisions (eg market demand estimates)

Case Studies

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

Industry

Financial Services

Investment Banking And Investment Services

Data Sets

Structured / Semi-structured,Time series

AI Technologies

ML Task - Action Selection - Reinforcement Learning ,Traditional AI,Machine Learning (ML),ML Task - Prediction - Regression

Potential Vendors