Generative AI in Wealth Management: Another Retail Scam or Alpha Generator?

Reality Check

The "personalization" these GenAI tools peddle is largely superficial. They're glorified decision trees with a LLM wrapper, regurgitating publicly available data and historical trends. Real alpha comes from proprietary insights, complex models, and a willingness to take calculated risks – not from an algorithm that avoids liability at all costs. Competitors? Traditional human advisors, for all their faults, still offer true bespoke strategies and accountability. The current crop of AI 'advisors' struggles with nuance, black swan events, and the emotional intelligence required when a client's net worth is on the line. They're great for reducing operational costs and improving retention on the long tail of low-value clients, but don't expect them to outperform a seasoned quant fund, let alone a human who can actually read the room. MEV extraction from retail is the real game here.