The AI Bill Arrives: Tokens, Model Routing and the Cost of Switching Models

Fund AI vendors are now selling cost control as hard as capability. We look at token waste, model routing and swappable models, and what funds should ask about the AI bill.

The Unstoppable Rise of AI Agents: Revolutionizing Investment Management

AI agents are transforming alternative investment management by automating tasks, enhancing decision-making, and personalizing client interactions. With capabilities like memory, learning, and autonomy, they optimize portfolios, streamline operations, and improve risk management. Their integration marks a major shift, making firms more agile, efficient, and competitive in a data-driven world.

Buy vs. Build AI Systems – A Vital Decision

Generative AI and AI agents are reshaping investment management. Firms must weigh buying ready-made solutions for speed and cost-efficiency against building custom systems for control and competitive edge. The “buy vs. build” decision hinges on integration, scalability, security, and strategic fit—guiding future AI adoption.