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

The company’s success depends on it, but intense competition and supply-chain shortages stand in the way.

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Strategic Shift to 'Anthropic Direct': Anthropic is bypassing potential conflicts of interest with its cloud-based partners (Amazon, Google, Microsoft) by launching 'Anthropic Direct,' an initiative to establish its own data centers. While third-party partners handle real estate and facility management, Anthropic commits to multi-year lease agreements—totaling $125.2 billion over five years—to ensure dedicated compute capacity.
Financial Exposure and Operational Risks: Anthropic has committed to $542–$567 billion in future compute spending, a figure that dwarfs its current operating expenses and potentially threatens its liquidity. The company faces a paradox where it must secure massive, long-term supply chains for power and hardware while contending with global shortages and the risk that its infrastructure investments may fail to scale with evolving model needs.