Hedge funds could deploy fleets of artificial intelligence bots to research and trade hundreds of stocks within three to five years, according to Divya Nettimi of $2 billion Avala Global. These AI agents would monitor data around specific stocks, filtering relevant information from noise and enabling analysts to cover 200 stocks instead of 20.

Nettimi predicts this productivity boost will be transformative, allowing funds to evaluate far more investment ideas and select the optimal 15 to 20 positions annually. The technology represents an order-of-magnitude improvement rather than marginal efficiency gains, creating entirely new workflows for investment research. Her firm has already developed its own firm-wide AI model as a core input.

Industry peers like Lone Pine Capital are pursuing similar AI integration. The $19.5 billion long-short equity fund sees standardized AI tools helping analysts understand colleagues' work across different sectors. However, both Nettimi and Lone Pine executives emphasize that human judgment remains irreplaceable. Reading management teams, asking the right questions, and pattern recognition from decades of experience cannot be replicated by machines, ensuring human analysts will remain central to investment decisions.