Neocloud thinks AI agents - not meatbags - will be its main customers

Compute providers will need to develop new APIs to serve AI agents directly, rather than relying on human-facing applications.

Quake AI, a new cloud provider formed from the acquisition of German datacenter operator Northern Data by US firm Rumble Inc, is positioning itself to serve AI agents as its primary customers. The company operates a 22,000 GPU estate and aims to provide infrastructure that is discoverable and consumable by autonomous software bots, rather than focusing on human-centric interfaces. Quake AI's CFO, Mike Massey, stated that AI agents interact via APIs and data, not visual interfaces, and will seek homogeneous compute with predictable performance and uptime. CEO John Hoffman cited an example where an AI agent attempting to order pizza via a website consumed significantly more compute than if a direct API call were available. This strategy anticipates a future where AI agents, already increasing their presence on the internet, will bypass traditional applications and directly access computational resources as a utility.

Quake AI's strategy signals a potential paradigm shift in cloud infrastructure consumption, moving from human-initiated application use to agent-driven API interactions. This could lead to a bifurcation in the cloud market, with providers catering to either human users with traditional interfaces or AI agents requiring raw, discoverable compute. Companies that fail to adapt their services to be agent-friendly may risk commoditization or becoming obsolete as autonomous systems proliferate.

The success of Quake AI's approach hinges on the widespread adoption of agentic workflows and the willingness of services to expose direct APIs. If this trend accelerates, traditional cloud providers and software vendors will face pressure to redesign their offerings to accommodate direct agent access, potentially leading to a more efficient but less visually intuitive digital ecosystem. The move also implies a focus on raw computational utility over user experience for a growing segment of internet traffic.