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
Potential Vendors
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