Anthropic’s Route to $2tn Runs Through Enterprise AI Revenue
The company’s backers are modelling a record-scale public valuation after run-rate revenue crossed $47bn in May. The next route marker is a public S-1 that exposes the costs behind that growth.
Anthropic’s path from a private AI laboratory to a public company is now connecting three markets at once: enterprise software, computing infrastructure and global capital. Investors cited by the Financial Times believe those routes could converge in an October IPO valuing the company at $2tn or more.
The formal IPO process has already started. Anthropic said on 1 June that it confidentially submitted a draft S-1 to the US Securities and Exchange Commission. It has not set the number of shares or an offering price, and the transaction remains dependent on market conditions. The FT reported separately that senior executives had not fixed a target valuation.
The last fixed point in the capital route came on 28 May. Anthropic raised $65bn in Series H funding at a $965bn post-money valuation. That round supplied fresh capital for computing capacity, products, partnerships, safety research and interpretability. It also established a private-market benchmark that a $2tn IPO would more than double.
The reason investors believe the gap can close is the pace at which enterprise AI spending is flowing into Anthropic. The company said its run-rate revenue exceeded $47bn in May. TechCrunch reported that the comparable figure was around $9bn at the end of 2025. The acceleration suggests that Claude is moving deeper into corporate workflows rather than remaining a marginal experiment.
Run rate, however, is a routing estimate rather than a completed journey. It takes a recent sales pace and annualises it. In a rapidly growing business, the measure can capture current momentum, but it does not equal the revenue actually recognised over the previous year.
The FT says Anthropic’s investors expect annualised revenue of $100bn to $120bn by year-end. That range has not been published by Anthropic as formal guidance. It is one of the main assumptions used by shareholders to map the company’s prospective value.
One investor’s model goes further, pairing growth around 800% with a valuation multiple near 30 times revenue. On a $100bn base, that route leads to roughly $3tn. The mathematical route is short; the economic route is harder. It depends on sustained customer demand, pricing power, infrastructure efficiency and the willingness of public investors to continue paying an exceptional multiple.
The infrastructure leg matters because frontier AI is unusually capital intensive for software. Anthropic says its latest funding is intended in part to add compute capacity as demand for Claude grows. The company needs a network of cloud, chip and data-centre resources capable of turning model capability into reliable commercial service.
A public listing would therefore do more than provide liquidity to existing investors. It would create a market price for one of the central nodes in the AI economy and offer a new benchmark for private laboratories, cloud providers and infrastructure partners whose fortunes are increasingly connected.
The next decisive junction is the public S-1. That document should reveal more of the financial traffic behind the headline growth — revenue, costs, risks and capital structure. Until then, $2tn remains an investor destination, while $965bn is the last confirmed stop.
