What happened
Maeil Business Newspaper reports, citing The Wall Street Journal, that Anthropic is considering an IPO prospectus with a total addressable market above $30 trillion. The estimate would treat work that AI systems could perform or replace as the potential market, rather than limiting the calculation to existing software or specific industries. MK says Anthropic is also targeting up to $100 billion in proceeds and a valuation of about $2 trillion, although none of these plans is confirmed by a public filing in the supplied source.
Maeil Business Newspaper reports that Anthropic is preparing for a possible initial public offering and is considering presenting investors with a total addressable market, or TAM, of more than $30 trillion. The report attributes the information to The Wall Street Journal. A TAM is a theoretical estimate of the annual revenue available if a company captured an entire market; it is not a forecast of actual sales or evidence that customers will pay for the full amount. The source does not establish that Anthropic has filed an IPO prospectus or that the reported figure has been finalized.
According to MK’s account of the WSJ report, Anthropic’s proposed calculation would include the work that its AI models could perform or replace. That is a broader basis than measuring the market for software subscriptions, application programming interfaces or particular industries. The report says the company would therefore be valuing AI as a technology that could affect much of the labor market. It compares the proposed figure with a $28.5 trillion opportunity that MK says SpaceX presented when it went public in June, including a $26.5 trillion AI opportunity.
MK also reports that Anthropic’s second-quarter revenue reached $11.6 billion, more than double the year-earlier level. The article gives no additional breakdown of that revenue, no methodology for the $30 trillion estimate and no independent confirmation of the financial figures beyond its attribution to the WSJ and FactSet. The source says Anthropic is seeking as much as $100 billion through the IPO at an approximately $2 trillion valuation, but those targets remain reported objectives rather than completed transactions.
Read the primary source: mk.co.kr ↗
Why it matters
The reported proposal would illustrate how frontier AI companies are framing their economic opportunity: not as a conventional software market, but as a claim on a broad share of human work. That framing could influence investor expectations, valuations and debates about whether projected AI revenues are grounded in deployable products and measurable demand.
The reported market framing matters because it shifts the question from how much software companies buy to how much economic activity AI might eventually perform. That can make the opportunity appear vastly larger, but it also introduces assumptions about which tasks can be automated, how quickly adoption will occur, what supervision will cost and how much value will accrue to the model provider. A theoretical value for human work is not equivalent to revenue available to Anthropic.
For investors, a prospectus using this approach would make the assumptions behind AI valuations especially important. Revenue growth can show that customers are buying current products, while TAM describes a much longer-term possibility. The supplied report places Anthropic’s reported $11.6 billion quarterly revenue beside the proposed $30 trillion market, underscoring the distance between present business activity and the opportunity being described. It also says the figure would exceed the market estimate associated with SpaceX’s IPO, potentially making Anthropic’s pitch unusually ambitious.
For the public, the issue is broader than a single company’s valuation. If AI firms define their markets by the full value of tasks that models might eventually perform, those estimates can shape expectations about jobs, productivity and investment in computing infrastructure. They may also affect how companies assess future spending on AI. The source does not provide evidence that Anthropic’s systems can perform all of the work included in the proposed estimate, nor does it quantify effects on workers, customers or specific industries.
What to watch next
The key questions are whether Anthropic files publicly, whether the reported market estimate appears in the filing, how the company defines and measures the addressable work, and whether investors accept the proposed valuation and fundraising target. The supplied source does not independently confirm the figures or provide a public prospectus.
The first verification point is a public IPO filing. It would show whether Anthropic actually uses a market estimate above $30 trillion, whether the $100 billion fundraising target and $2 trillion valuation are included, and what risks and assumptions the company discloses. The supplied source contains no filing, statement from Anthropic or investor response, so these elements should be treated as unconfirmed reporting.
A second issue is methodology. Readers should look for a definition of the tasks counted, the industries and geographies included, the assumed pricing of AI services, the share of work that remains human-supervised and the timeline for adoption. Without those details, the estimate cannot be tested against measurable demand. Comparisons with other companies’ TAM figures may provide context but do not validate Anthropic’s calculation.
Finally, the company’s actual business performance will matter more than the headline opportunity. Future reporting should examine revenue composition, customer retention, computing and staffing costs, model performance in real deployments, regulatory exposure and whether customers are replacing labor or adding AI alongside existing work. MK’s supplied page is an AI-translated version of a report and does not independently confirm the WSJ’s underlying information; the timing of any IPO and the final terms remain unknown. The report therefore describes a possible strategy and its assumptions, rather than a completed filing, transaction or independently verified outcome.
