Anthropic’s IPO plans have drawn attention to nearly $900 billion in future spending commitments for computing infrastructure, data centers and energy. The figure appears in the company’s Oct. 26 registration filing—the document companies file with securities regulators when preparing to sell shares to the public—and illustrates the scale of investment required to develop and operate advanced artificial intelligence systems for customers.

The company behind Claude reported $117.5 billion in liabilities and $112 billion in cash, according to figures cited in coverage of the filing. Those balance-sheet totals do not capture every future payment, however. Contractual purchase agreements and leases—including agreements covering facilities that are not yet operating—indicate a significantly larger long-term financial obligation. Accounting rules generally treat such agreements as commitments rather than current liabilities until the underlying capacity is delivered or the leases commence, which is why much of the detail sits in the filing’s footnotes.

Filing Details Large Infrastructure Commitments

The filing’s footnotes show that computing-services purchase agreements had reached $265.6 billion through June. Leases that had been signed but were not yet active totaled approximately $321 billion. Amendments to computing agreements and shorter-term arrangements added further commitments across multiple years and infrastructure categories.

The commitments cover cloud hosting, servers, graphics processing units and data-center capacity. Some agreements extend for as many as 20 years, meaning payments could continue after current product and market conditions have changed. Anthropic also disclosed an $800 million guarantee for data-center construction expenses.

A post by Solid Intel on X described the filing as revealing nearly $900 billion in off-balance-sheet commitments for servers, buildings and power: X post.

The filing links the planned expansion to growing use of Claude by corporations, developers and individual users. Anthropic said computing capacity is essential for model training and customer-service delivery. It also acknowledged that expenditures and lease commitments often occur well before the related infrastructure becomes operational or generates revenue.

The registration filing is available through the SEC.

Macquarie and GIC Partnership Supports Buildout

An August partnership with Macquarie Asset Management and Singapore’s GIC provides additional context for Anthropic’s infrastructure strategy. The partners formed Theseus Infrastructure to build and manage data centers in the United States for dedicated use and leasing.

Anthropic is expected to become the primary tenant of that infrastructure under long-term contracts. According to a statement from Macquarie, managed funds affiliated with Macquarie and GIC will own the platform and hold the majority of the project equity in the developments. The projects require substantial investment and are expected to create construction and operating jobs.

Anthropic also said it would compensate for potential increases in electricity prices that residents might incur because of data centers in their areas. The arrangement could allow Anthropic to secure capacity without financing every facility itself, but long-term contracts would still create substantial obligations.

Payments may be affected by GPU prices, electricity prices and surcharges, the filing said, making the total cost difficult to estimate accurately. Details of the partnership were provided in Macquarie’s announcement.

Investors Assess Growth Against Long-Term Liabilities

The scale of the commitments is significant because Anthropic’s revenue would need to grow to support the spending. Patrick Badolato, a professor of accounting, said the shift toward constructing data centers changes how Anthropic’s financial position should be compared with its earlier years. Future payments will eventually be recorded on the company’s books as costs, assets and liabilities.

Accounting analyst Ravi Gomatam said Anthropic remains obligated to make the contracted payments regardless of whether the expected revenue materializes. That exposure makes the company’s position different from that of a typical firm, particularly because servers and power infrastructure are expensive to build compared with relying primarily on human labor.

Other major technology companies face similar infrastructure demands. Alphabet, Meta, Amazon and Microsoft have invested heavily in infrastructure to provide AI services. Investor concerns about those expenses have at times affected technology companies’ stock prices. Companies have sought to fund such investments through cash flow, loans, partnerships and stock offerings.

Competition and Energy Constraints Add Risks

Anthropic’s projects also depend on access to electricity, land and chips. Data centers have faced criticism over their energy and water consumption, while local opposition could delay construction projects. Less expensive open-source artificial intelligence software presents another challenge if customers find viable alternatives in their regions.

The next stage of Anthropic’s IPO process will include scrutiny of the company’s final prospectus, valuation, funding plans and ability to convert demand into consistent profits. Investors will also assess cash flow, liabilities and the terms of future investments as they evaluate the company’s long-term infrastructure commitments.