Covina firm raises $100 million to power AI inference

General Compute Inc. announced on Tuesday that it raised $100 million in Series A funding. The company, based in Covina, will use the capital to build cloud infrastructure dedicated to AI inference.

Blackbird Ventures and Abstract Ventures co-led the round. Additional investors included BOLD Capital Partners, Village Global, and Fuse Venture Partners.

Unlike major cloud providers such as Amazon, Microsoft, and Alphabet, which manage vast storage and database needs, General Compute targets a specific niche. Most emerging cloud firms focus on training AI models using massive datasets. General Compute instead builds systems for inference, where trained models operate in real-time settings.

The company is assembling hardware from manufacturers like Positron, Cerebras, and SambaNova. These chips are designed specifically for inference tasks rather than general-purpose computing.

Finn Puklowski, co-founder and CEO of General Compute, stated that the era of one-size-fits-all AI hardware is over. He described inference as the largest and most complex workload in computing. Puklowski said the firm aims to connect advanced alternative chips with companies that need them now.

General Compute expects its first deployment to go live in the first quarter of 2027.