The financial services landscape is undergoing a structural shift as brokerage platforms, fintech startups, and individual retail traders begin deploying autonomous artificial intelligence agents. Moving beyond basic data summarization and stock recommendations, these next-generation “agentic” systems are being engineered to manage portfolios, optimize cash balances, handle complex tax strategies, and execute trades around the clock. […]