Anthropic plans to spend up to $567 billion on compute. Its IPO prospectus reveals plans to set up its own data centers

Anthropic, the AI company, plans to spend a staggering $567 billion on computing power over the next several years, according to its IPO prospectus. This massive investment in "enormous and increasing quantities of specialized compute" is essential for Anthropic's ability to develop, train, improve, and deploy its frontier models, which are at the core of its business.

However, Anthropic acknowledges that the market for compute is highly competitive, with some of the world's largest technology companies also vying for resources. The company faces a potential risk if it cannot secure enough compute, as it currently spends $5.6 billion on compute expenses alone, marking it as its top operating cost. Despite this, Anthropic has managed to generate $11.6 billion in revenue during the second quarter of 2026, resulting in a revenue-to-compute ratio of over two dollars for every dollar spent.

To mitigate its dependence on third-party cloud service providers like Amazon, Google, and Microsoft, Anthropic has launched a new compute strategy called Anthropic Direct. This strategy involves building and operating its own data centers, which are expected to represent a growing share of Anthropic's compute investments over time.

Anthropic has already begun entering into purchase commitments and lease agreements for this initiative, with its largest infrastructure partner in 2026 being Broadcom, which could potentially finance up to $42 billion in potential infrastructure costs.

However, Anthropic's direct approach comes with its own set of challenges. The company expects to incur significant cash outflows in advance for the data centers, which may adversely affect its liquidity, financial condition, and results of operations. Additionally, Anthropic faces the risk of substantial energy demands and potential delays or cost overruns in connecting power to its data centers.

The shortage of chips and data center equipment also poses a risk to Anthropic's success. Despite these challenges, Anthropic remains committed to executing its data center infrastructure initiatives, as failure could adversely affect its business, financial condition, and results of operations.