Boutique fund managers now deploy AI bots to challenge dominant macro and bond investors. These tools automate complex data analysis, reducing the resource gap between small firms and industry titans. This shift lowers the barrier to entry for quantitative trading. Practitioners should expect increased volatility as smaller, algorithmic players enter previously guarded markets.