QumulusAI has signed an agreement to provide NVIDIA Blackwell GPU capacity to an agentic hedge fund, marking its first deal under a revenue model tied in part to a customer's trading profits. Under the agreement, QumulusAI will charge market rates for the fund's compute use and take a share of quarterly trading profits. The customer operates what QumulusAI describes as a fully agentic hedge fund, using AI agents to discover, test, validate and deploy trading strategies with live capital continuously. By directing reserve capacity to a hedge fund running round-the-clock trading systems, QumulusAI is targeting a use case where low latency and uninterrupted availability are likely to matter. Trading focusThe hedge fund is using a self-hosted sovereign compute environment for these operations.