San Francisco-based startup General Compute has secured $100 million in a Series A funding round. The investment, which values the company at approximately $800 million, was co-led by Blackbird Ventures and Abstract Ventures. Participants included Fuse Venture Partners and Village Global.

The company plans to build an AI inference cloud using specialized chips from Cerebras, SambaNova, and Positron AI. This heterogeneous infrastructure aims to route computing tasks to hardware optimized for specific workloads, which the company claims can perform up to 40 times faster than conventional GPUs.

General Compute previously secured a $400 million debt facility from Upper90 to support its infrastructure development. The firm intends to launch its first major deployments in the first quarter of 2027, targeting over 50 megawatts of capacity by utilizing existing colocation facilities.

The business model allows customers to rent computing capacity or contract for a guaranteed number of tokens generated per second. CEO Finn Puklowski and CTO Jason Goodison founded the company to provide access to specialized silicon, positioning the platform as an alternative to Nvidia-dominated GPU infrastructure.