One of the World's Largest Hedge Funds on its 86x Growth in Token Spending | Odd Lots

Artificial intelligence is fundamentally transforming asset management at Man Group, where token consumption has surged 86-fold since January. Rather than replacing human labor, AI acts as a force multiplier, enabling portfolio managers to synthesize vast amounts of unstructured data—such as podcasts and broker reports—into actionable investment insights. The firm’s approach emphasizes "agentic workflows," where AI systems independently ideate, code, and validate trading strategies, which are then reviewed by human investment committees. Success in this environment relies less on using the most advanced frontier models and more on developing a robust, shared semantic layer of tagged, proprietary data. As the firm navigates the regulatory and fiduciary complexities of AI adoption, the primary bottleneck remains organizational change and the challenge of transitioning staff from execution-focused roles to strategic orchestrators of autonomous AI agents.