📊 Full opportunity report: The runway.How enterprise-revenuelock becomes the load-bearing valuation argument. on ThorstenMeyerAI.com — validation score, market gap, and execution plan.
TL;DR
OpenAI and Anthropic are preparing historic IPOs, emphasizing enterprise revenue lock to justify their high valuations despite ongoing losses and uncertain margins. The IPOs will test if enterprise lock can sustain mega-cap multiples.
OpenAI and Anthropic are both preparing to file for IPOs in 2026, with valuations exceeding $900 billion and $1 trillion, respectively, emphasizing enterprise revenue lock as the key to their high valuations amid ongoing losses.
OpenAI is targeting a valuation of up to $1 trillion, with an S-1 expected in late 2026. It generates roughly $25 billion annually, with over 40% of revenue from enterprise clients, but remains unprofitable, projecting a $14 billion loss in 2026. Anthropic is pursuing a valuation above $900 billion, with a $30 billion annualized revenue rate by April 2026, primarily from enterprise customers, and a gross margin forecast rising from 40% to 77% by 2028. Both companies are investing heavily in compute capacity, with commitments in the hundreds of billions of dollars. Despite large revenue figures, their valuation multiples—up to 40x revenue—are significantly higher than traditional software firms, raising questions about sustainability and margin realization.Sources including Goldman Sachs, JPMorgan, and Morgan Stanley are circling both IPOs, indicating strong investor interest. The core argument for these valuations hinges on the perceived durability and embedded nature of enterprise revenue, which is seen as a way to justify the high multiples in the absence of profitability or clear margins. Skeptics, including Bridgewater’s Greg Jensen, suggest the implied multiples are ‘priced for a monopoly outcome that does not yet exist.’
The runway.
How enterprise-revenue
lock becomes the load-
bearing valuation
argument.
a multiple no incumbent commands
OpenAI racing 40% → parity
forecast the valuation requires
not cash-flow positive before ~2030
$1T target ÷ ~$25B
run-rate revenue
>$900B reported ÷
~$30B run rate
OpenAI gross margin ·
95% of users are free
- ~80% enterprise revenue from the start
- Claude Code >$2.5B, 54% of the coding-tool segment
- ~40% margin today, 77% forecast by 2028
- Ad-free · PBC + Long-Term Benefit Trust
- Risk: a single-product (Claude Code) concentration
- 900M weekly users · enterprise 40% → parity
- Subscriptions + API + ads pilot + government
- Deployment Company >$4B + Tomoro acqui-hire
- The brand name for AI · broadest distribution
- Drag: consumer margin it is racing to offset
compute-burdened
by 2028 ·
inference cost
must fall
the valuation requires it
The runway is the time between the compute bill and the margin that pays it. The IPO is the refueling. And the enterprise lock is the bet that the disruption the agents are causing will, before the runway ends, become an annuity durable enough to justify the largest valuations ever assigned to companies that have never turned a profit.Thorsten Meyer · The Runway · Enterprise Reorg 04
Why Enterprise Lock Is the Key to High Valuations
The emphasis on enterprise revenue lock in these IPOs reflects a strategic shift in how AI labs justify their sky-high valuations. By framing enterprise contracts as durable, embedded, and expanding revenue streams, these companies aim to transform their ongoing losses into a valuation that public markets typically reserve for profitable, stable firms. This approach could set a precedent for how AI and software companies are valued in the future, making enterprise lock a critical metric for investor confidence and market legitimacy.
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The Evolution of AI Companies Toward Enterprise Revenue
Over the past three years, OpenAI and Anthropic have shifted focus from consumer-facing products to enterprise solutions, driven by the need for more predictable, contracted revenue streams. OpenAI’s consumer app ecosystem, with 900 million weekly active users, accounts for less than 60% of revenue, while enterprise now makes up over 40%. Anthropic, meanwhile, has rapidly grown its enterprise customer base, with over 1,000 clients spending over $1 million annually. Both companies are investing heavily in compute infrastructure, with commitments in the hundreds of billions of dollars, to support their AI models and enterprise services.
This strategic pivot aims to create a sustainable, recurring revenue base that can support their high valuation multiples, which are currently much higher than traditional software firms. The upcoming IPOs will serve as a test of whether enterprise lock can indeed justify these valuations, especially as profitability remains distant.
“The core of these IPOs is the enterprise revenue lock, which is being used to justify the sky-high valuations despite ongoing losses and uncertain margins.”
— Thorsten Meyer
AI compute capacity expansion tools
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Uncertainties Surrounding Margins and Profitability
It remains unclear whether the enterprise revenue will translate into the margins necessary to support the high valuations. Both companies are investing heavily in compute, which could erode margins, and profitability is still years away. The actual durability of their enterprise contracts and the extent to which they can scale profitably are still unproven, and the upcoming IPO disclosures will be critical in testing this hypothesis.
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Next Steps for IPOs and Market Validation
Both OpenAI and Anthropic are expected to file their S-1 documents in late 2026, with market reactions and investor scrutiny focusing on margins, profitability forecasts, and the durability of enterprise revenue. The first audited quarter post-IPO will be pivotal in confirming whether the enterprise lock justification holds, potentially setting a new valuation standard for AI and software companies.
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Key Questions
Why are OpenAI and Anthropic pursuing IPOs now?
They aim to access public capital to fund their compute investments and capitalize on high market interest in AI, while using enterprise revenue lock as a key valuation lever.
What is enterprise revenue lock?
It refers to the contracted, embedded, and expanding revenue streams from enterprise clients, which companies use to justify high valuation multiples despite ongoing losses.
How high are the valuation multiples for these companies?
They are estimated at up to 40x revenue, significantly above traditional software firms, raising questions about sustainability and margins.
What risks do these IPOs face?
The primary risks include failure to realize expected margins, compute costs eroding profitability, and the possibility that enterprise contracts do not deliver the anticipated durability or expansion.
Will profitability be achieved before the IPO?
It is unlikely; both companies project losses into the late 2020s, making margins and profitability key uncertainties for investors.
Source: ThorstenMeyerAI.com
