CoreWeave shares have hit a 12-month low while Elon Musk has floated a $40 billion debt figure for his own computing needs and warned that over 200 neoclouds face collapse. General Compute has announced a $100 million Series A round despite this backdrop.
Finn Puklowski, the co-founder and CEO, remains unconcerned. He believes Musk is using his comments to lower prices for the hardware he intends to buy. Puklowski describes fears of a chip-led collapse as massively overstated. He notes that he receives weekly calls from clients requesting TPUs, GPUs, and any other chip type to secure more compute.
He also points to Anthropic’s bullish S-1 as a factor settling current fears.
The company has carved out a niche by building its cloud infrastructure around specialised inference chips from Nvidia rivals. General Compute signed a $400 million deal to purchase new chips from SambaNova, marking the first debt financing for inference chips. It has subsequently added Positron and Cerebras to its supplier portfolio.
A customer agreement worth $100 million in annual recurring revenue enabled the $100 million Series A raise led by Blackbird Ventures and Abstract Ventures. Valued at $60 million following a May seed round, the company is now worth $800 million post-money.
General Compute focuses on inference chips while competitors pursued GPUs. It avoids the complex task of building massive data centres from scratch. Instead, the company rents space in existing facilities and converts former bitcoin-mining sites for AI model operations.
This approach prevents General Compute from challenging hyperscalers or entering the top ranks of neoclouds immediately. It also removes the constraints of building data centres from the ground up. Puklowski expects the firm to deploy 75 megawatts of computing capacity in 2027. He anticipates access to 200 megawatts of power, noting this exceeds what he can currently fund and equip with hardware.
Puklowski states that securing financing remains a full-time job for him, covering both debt and equity.
The startup has secured key customers among cloud companies that provide high-speed inference for developers. General Compute supplies bare metal, or raw servers without layered software, allowing these partners to launch their offerings. James Palmer, a principal at Blackbird who co-led the round, cited an investment in Baseten as a source of confidence. He described observing Baseten’s growth over the last 10 months and the demand for open weight inference and companies owning their own intelligence.
Palmer told TechCrunch that Cerebras, Positron, and SambaNova require distribution partners to take them to scale and manage the complexity of the physical world.
Executives from all three chipmakers praised General Compute to TechCrunch, highlighting the importance of making the economics of AI cloud compute work. Rodrigo Liang, SambaNova’s CEO and co-founder, noted that while everyone in the market sells speed, the real question is whether a company can make money doing it.
What it means
The funding validates a model where smaller, agile providers supply hardware to larger software-focused firms. This avoids the capital intensity of building data centres while meeting the specific needs of inference workloads.
