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Anthropic, PBC
Anthropic develops the Claude AI models and sells access to them, mostly paid for by usage, to businesses and developers.
What matters
The main points first. Select Why? on any of them for the reasons and the figures.
ConcernCompute purchase commitments far exceed current revenue: $54,559 million at the end of 2025, 11.9 times that year's revenue, and about $265.6 billion by June 2026, before leases not yet started of about $321.4 billion.Why?Close
Why it matters. The company holds $112.4 billion of cash but expects heavy cash use, up to $10.0 billion more could be tied up as collateral, and it relies on cloud providers that supply compute, carry 48% of sales and also compete with it.
What the reports cannot tell us. Purchase commitments, leases and later agreements have different scopes and dates and cannot be added; the filing gives no combined payment schedule.
Show the evidence: Compute commitments (finding 2), Funding the commitments (finding 3), Limits on available cash (finding 12), Dependence on cloud providers (finding 8)
ConcernClass A buyers will have limited say: the Founder LLC holds 50.1% of general votes and a trust elects most of the board.Why?Close
Why it matters. The trust's Class T stock has no economic rights, and holders of Class A shares together have 49.9% of general votes.
What the reports cannot tell us. The filing describes how the structure is meant to work; how it operates after listing cannot be shown yet.
Show the evidence: Who controls decisions (finding 4)
StrengthRevenue is growing very fast: $16,286 million in the six months to June 2026, against $1,163 million a year earlier.Why?Close
Why it matters. Revenue outran compute costs that were committed in advance, and the operating loss narrowed to $693 million.
What the reports cannot tell us. The company expects margins to narrow again as new compute arrives; one half-year is not a trend.
Show the evidence: Revenue growth and concentration (finding 10), Why the latest half-year improved (finding 6), Losses without the revaluation (finding 5)
UncertainOperations brought in $3,929 million of cash in the six months to June 2026, after three years of outflows.Why?Close
Why it matters. Advance payments from customers added $1,380 million, and the company expects significant net cash use ahead as it builds out compute.
What the reports cannot tell us. A single half-year of positive cash flow does not show a lasting pattern.
Show the evidence: Why the latest half-year improved (finding 6), Funding the commitments (finding 3)
ConcernAbout $26.6 billion of stock compensation for restricted stock units is still to be recognised, and the offering triggers it.Why?Close
Why it matters. Had the offering completed in June 2026, $2.9 billion would have been recorded at once; conversions and awards will also add many shares.
What the reports cannot tell us. Total dilution for Class A buyers cannot be calculated until the share counts are filed.
Show the evidence: Stock compensation still to come (finding 7), Dilution (finding 15)
UncertainDisputes with the US government are unresolved: a district court ruled largely for the company on one designation, while an appeal court upheld a separate Section 4713 designation 2-1.Why?Close
Why it matters. Sales to government agencies and their suppliers could be affected; export restrictions took two models offline in June 2026, and they were re-deployed once the restrictions were lifted.
What the reports cannot tell us. The company says it cannot predict the outcome.
Show the evidence: Legal and government matters (finding 9)
What could change the outlook?
Developments to watch, as the company's own documents show them. How they could matter is our interpretation, not a forecast and not a view on the share price; each says what later reports would confirm or contradict.
WatchTurning committed compute into revenue. Margins and cash flow could weaken as new capacity comes online before the revenue it is meant to support.Why?Close
What the company's documents show. The company says there is a lag between committing to compute and earning the revenue it supports.[1] It expects more short-term compute in the near term, which would compress its operating margin.[2] It also expects significant net cash used in operating and investing activities for the foreseeable future.[3]
Would strengthen this reading: Later reports showing revenue rising faster than compute costs.
Would weaken it: Slower growth in usage while large commitments begin.
What the reports cannot yet show: When each commitment starts and what it will cost each year.
Assessed as of 28 October 2026. Related findings: finding 2, finding 3, finding 6
The 3 quotes behind this
WatchThe legal challenge to the supply-chain designation. The result could decide whether companies that work for the US government can keep buying from the company.Why?Close
What the company's documents show. On a petition for review, the D.C. Circuit upheld the separate Section 4713 designation in a 2-1 decision.[1] The company has asked the full court to review that decision.[2] It says it cannot predict the ultimate outcome.[3]
Would strengthen this reading: A rehearing that reverses the panel's decision.
Would weaken it: Further rulings upholding the designation.
What the reports cannot yet show: How much revenue depends on government agencies and their suppliers.
Assessed as of 28 October 2026. Related findings: finding 9
The 3 quotes behind this
WatchRegulatory and competition inquiries. Both could lead to costs or to changes in how the company builds and releases models.Why?Close
What the company's documents show. In October 2026 the FTC sought information on the company's consumer protection, privacy and product safety practices.[1] A class action filed in September 2026 alleges that the company and other model developers agreed to slow the pace of AI development.[2]
Would strengthen this reading: The inquiry closing without action and the claim being dismissed.
Would weaken it: Enforcement action or an adverse ruling.
What the reports cannot yet show: The scope of the FTC's inquiry and any amount at stake.
Assessed as of 28 October 2026. Related findings: finding 9
The 2 quotes behind this
The company in figures
Anthropic develops the Claude AI models and sells access to them through its models, platform and applications.[1] Its primary revenue model is consumption-based: customers pay for usage.[2]
Revenue rose from $386 million in 2024 to $4,585 million in 2025, and was $16,286 million in the six months to June 2026.[3] The operating loss narrowed to $693 million in that half-year, and operations brought in $3,929 million of cash.[4][5] At June 2026 it held $112.4 billion of cash and cash equivalents.[10]
After the offering the Founder LLC will hold a fixed 50.1% of general votes, and the Long-Term Benefit Trust elects a majority of the board.[6][7] Purchase commitments stood at $54,559 million at the end of 2025 and about $265.6 billion by June 2026, not counting leases not yet started of about $321.4 billion.[8][9][11]
The quotes behind this summary
What the reports do not tell us (4)
- How the later commitment figures, each given at its own date, fit into one payment schedule, and on what terms they can be cancelled. finding 2 finding 3
- What the price range, share numbers and net proceeds will be, and how many shares the selling stockholders will sell. finding 13 finding 19 finding 20
- How the request for a rehearing on the Section 4713 designation is decided. finding 9
- How much revenue the cloud marketplaces will carry, and on what fees. finding 8
The full research
For readers who want the detail: the findings behind the points above, most important first. Each opens to what it means, the answer, the figures and the pages they come from.
All 20 findings at a glance (table)
| # | Question | Answer in brief | Assessment | What it means |
|---|---|---|---|---|
| 1 | How does Anthropic earn revenue across subscriptions, API access, enterprise customers and distribution partners? | Mostly pay-per-use access to Claude models, with subscriptions and cloud marketplaces as the other routes | Mixed | Revenue follows customers' usage, so it can rise quickly with demand. The filing does not split revenue between enterprise customers, developers and consumers, so how much rests on each group is uncertain. |
| 2 | What compute and infrastructure payments has it committed to, and when do they become payable? | Purchase commitments of $54,559 million at end-2025, 11.9 times that year's revenue, and far larger since | Needs attention | The company has committed to pay for compute well ahead of the revenue it earns now. Purchase commitments, leases not yet started and agreements made after June 2026 are separate figures with their own scope and date and are never added together; the filing gives a year-by-year schedule only for the end-2025 figure. |
| 3 | How will available cash, operating cash generation and financing meet those commitments? | Large cash holdings now; long-term funding of the commitments depends on growth and new capital | Mixed | The cash covers the near term, as the company states. Over the life of the commitments, the filing shows no plan that matches cash sources to payments year by year, so whether funding will keep pace is uncertain. |
| 4 | Which decisions are controlled by ordinary shareholder votes, the Founder LLC and the Long-Term Benefit Trust? | Founder LLC holds 50.1% of general votes; a trust elects most of the board | Needs attention | Ordinary shareholders will have limited say over the board and over matters settled by a simple majority of general votes. How the arrangements work in practice after listing cannot be shown from the filing. |
| 5 | What do operating losses show after separating financing-related fair-value movements? | Operating loss narrowed to $693 million; most of the net loss is note revaluation | Mixed | Separating the financing items, the business itself still made an operating loss in every period shown, though a much smaller one in 2026. The fair-value charges reflect a rising valuation rather than cash spent. |
| 6 | What explains the improvement in the latest interim operating result and cash flow? | Revenue grew far faster than largely pre-committed compute costs | Mixed | The improvement reflects revenue outrunning costs fixed in advance. The company itself expects margins to narrow again as new compute arrives, so one half-year does not establish a lasting level. |
| 7 | How much stock compensation remains unrecognised, and what changes when the IPO completes? | About $26.6 billion of RSU expense still to be recognised, triggered by the IPO | Needs attention | Reported costs will rise sharply when the offering completes, even though the charge is non-cash; the awards also add shares. |
| 8 | How dependent is the business on cloud providers for compute capacity and distribution? | Cloud providers supply compute, carry 48% of sales and also compete | Needs attention | A few large partners sit on both the cost side and the sales side. The filing does not show how fees, capacity or priority would change if a relationship weakened. |
| 9 | Which legal proceedings and government actions could materially affect operations or revenue? | One court ruled largely for the company, another upheld a separate designation; also export curbs, an FTC demand and an antitrust claim | Needs attention | Government action has already removed products from sale for a time. The outcomes are open and could affect sales to government agencies and their suppliers. None of this is a finding of wrongdoing. |
| 10 | What explains revenue growth, and how much depends on a small number of customers or contracts? | Growth from wider adoption; largest customer 11% in the first half of 2026 and 12% in 2025, higher in earlier periods | Mixed | Growth is now spread across a rising number of sizeable customers, though concentration was much higher until recently. Customer counts are the company's own unaudited metric, and the filing does not say how long the growth rate can last. |
| 11 | How do adjusted operating results reconcile with reported results, and which exclusions recur? | Adjusted profit of $1,618 million against an operating loss of $693 million | Needs attention | Only the Bartz settlement is a one-off; stock-based pay recurs in every period and will grow after the offering, so the adjusted figure overstates the recurring result. |
| 12 | What restrictions, guarantees or collateral requirements could reduce available liquidity? | Up to $10.0 billion more could be tied up as collateral | Mixed | These amounts are small against current cash but would grow with the commitments; the filing does not say when the further restrictions could apply. |
| 13 | How much IPO money reaches Anthropic after selling shareholders, expenses and other specified uses? | Net proceeds to the company not yet stated | Not disclosed | How much of the IPO money reaches the company cannot be measured until the share numbers, price and tax amount are filed. |
| 14 | How will company proceeds be used, including employee-award tax obligations? | General corporate purposes and employee-award taxes; no amounts yet | Mixed | The proceeds are not tied to specific projects, so how they will be spent rests on management's later choices. |
| 15 | How much dilution could arise from outstanding awards, warrants, convertibles and the offering? | Large conversions and awards to come; offering dilution not yet measurable | Not assessable | Existing holders' conversions and employee awards will add many shares; the total effect for a buyer of Class A shares cannot be worked out until the share counts are filed. |
| 16 | What assurance accompanies the financial statements, and what reporting limitations are disclosed? | Clean audit of 2025; interim figures, controls and metrics not audited | Mixed | The audited figures are not qualified, but the six-month figures to June 2026 are unaudited, the auditor changed in 2025, and the company's own metrics carry no outside check. |
| 17 | What does the filing establish about customer retention, recurring usage and contract durability? | Very high reported retention, but little contractual commitment | Not assessable | Customers have expanded their spending sharply, but the filing does not establish how durable that usage is, since most revenue can change with usage and is not locked in by contract. |
| 18 | When can existing holders sell, and how many shares could become saleable at each stage? | Lock-ups of 180 to 365 days depending on the holder; some shares can be sold from the first day of trading | Not disclosed | The number of shares that could become saleable at each stage is blank in this filing, and early releases can change the timing. |
| 19 | Which offer terms remain preliminary or unquantified? | Price, share numbers, latest-quarter revenue and liquidity are blank | Not disclosed | The core offer terms will only be known from a later amendment; conclusions in this report may need revisiting then. |
| 20 | What valuation can be calculated once price and share counts are available, and what limits the comparison? | Not yet calculable: price and share counts are blank | Not assessable | A later filing will allow the equity value to be calculated by class. Comparisons with other companies would still be limited by the losses, the scale of commitments and the unusual share structure. This report takes no view on whether any price is high or low. |
1.How does Anthropic earn revenue across subscriptions, API access, enterprise customers and distribution partners?Mostly pay-per-use access to Claude models, with subscriptions and cloud marketplaces as the other routesMixed
Revenue follows customers' usage, so it can rise quickly with demand. The filing does not split revenue between enterprise customers, developers and consumers, so how much rests on each group is uncertain.
Anthropic sells access to its Claude AI models through its models, platform and applications.[1] Its primary model is consumption-based: customers pay for usage, metered in tokens and priced by the model chosen.[2][3] Consumption-based revenue was 83% of total revenue in 2025; subscriptions were 17% in 2025 and 20% in the six months to June 2026.[4][5] Sales through cloud providers' marketplaces were about 48% of revenue in the six months to June 2026.[6]
Sets out the business being offered; every later question depends on how this revenue is earned. Question 1 of the common 60.
The 6 quotes behind this finding
2.What compute and infrastructure payments has it committed to, and when do they become payable?Purchase commitments of $54,559 million at end-2025, 11.9 times that year's revenue, and far larger sinceNeeds attention
The company has committed to pay for compute well ahead of the revenue it earns now. Purchase commitments, leases not yet started and agreements made after June 2026 are separate figures with their own scope and date and are never added together; the filing gives a year-by-year schedule only for the end-2025 figure.
At the end of 2025 non-cancellable purchase commitments were $54,559 million, mainly for cloud hosting and infrastructure, or 11.9 times 2025 revenue of $4,585 million.[1][7] By June 2026 fixed or minimum purchase commitments under these agreements were about $265.6 billion, with terms of one to 20 years.[2] Leases not yet started are not included in those purchase commitments: they were about $50.2 billion at the end of 2025 and $321.4 billion at June 2026.[3] Separately, agreements made after June 2026 carry about $245 billion of minimum payments, plus about $21 billion of short-term payments.[4][5] Agreements without a fixed amount are excluded from all these figures, and the company expects those payments to be significant.[6]
The largest financial exposure in the filing, set against revenue a fraction of its size. Question 11 of the common 60.
The 7 quotes behind this finding
3.How will available cash, operating cash generation and financing meet those commitments?Large cash holdings now; long-term funding of the commitments depends on growth and new capitalMixed
The cash covers the near term, as the company states. Over the life of the commitments, the filing shows no plan that matches cash sources to payments year by year, so whether funding will keep pace is uncertain.
At June 2026 the company held $112.4 billion of cash and cash equivalents and $19.3 billion of short-term investments.[1] Operations brought in $3,929 million of cash in the six months to June 2026, after using cash in each of 2023, 2024 and 2025.[2] The company says its cash, cash from sales and its credit facility will be sufficient for at least the next 12 months.[3] It expects significant net cash used in operating and investing activities for the foreseeable future, while purchase commitments reached about $265.6 billion by June 2026, before leases not yet started of about $321.4 billion.[4][5][6]
Whether the commitments in priority 2 can be met is the central funding question. Question 4 of the common 60.
The 6 quotes behind this finding
4.Which decisions are controlled by ordinary shareholder votes, the Founder LLC and the Long-Term Benefit Trust?Founder LLC holds 50.1% of general votes; a trust elects most of the boardNeeds attention
Ordinary shareholders will have limited say over the board and over matters settled by a simple majority of general votes. How the arrangements work in practice after listing cannot be shown from the filing.
After the offering, the Class F share held by the Founder LLC carries a fixed 50.1% of the votes on matters put to stockholders generally, so holders of Class A shares together have 49.9%.[1][2] Separately, the Long-Term Benefit Trust, through Class T stock with no economic rights, elects and removes directors who form a majority of the board.[3][4] The company says this voting power is not derived from or proportionate to economic interests in the company.[5]
Control decides how every other risk is handled after listing. Question 7 of the common 60.
The 5 quotes behind this finding
5.What do operating losses show after separating financing-related fair-value movements?Operating loss narrowed to $693 million; most of the net loss is note revaluationMixed
Separating the financing items, the business itself still made an operating loss in every period shown, though a much smaller one in 2026. The fair-value charges reflect a rising valuation rather than cash spent.
The operating loss, which is before the fair-value changes, was $8,060 million in 2025 and $693 million in the six months to June 2026, against $2,135 million a year earlier.[1] The net loss was $80,748 million in that half-year.[2] Of an accumulated deficit of $132.9 billion, $113.2 billion relates to fair-value changes on convertible notes and derivative liabilities as the company's valuation rose, including $72.4 billion in the six months to June 2026.[3]
Shows the operating result once financing movements are set aside. Question 8 of the common 60.
The 3 quotes behind this finding
6.What explains the improvement in the latest interim operating result and cash flow?Revenue grew far faster than largely pre-committed compute costsMixed
The improvement reflects revenue outrunning costs fixed in advance. The company itself expects margins to narrow again as new compute arrives, so one half-year does not establish a lasting level.
In the six months to June 2026 revenue was $16,286 million against $1,163 million a year earlier, while compute and infrastructure cost $8,945 million against $2,334 million.[1][2] The company attributes revenue growth to successive model and product releases that drove higher usage and broader adoption.[3] It says compute costs are largely fixed in the near term because compute is procured 12 to 18 months ahead.[4] Operating cash flow of $3,929 million in the half-year was helped by $1,380 million more of advance payments from customers.[5][6] The company expects more short-term compute in the near term, which would compress its operating margin.[7]
Explains the latest result; brings in the cost of delivering services (priorities 21 and 22). Question 15 of the common 60.
The 7 quotes behind this finding
7.How much stock compensation remains unrecognised, and what changes when the IPO completes?About $26.6 billion of RSU expense still to be recognised, triggered by the IPONeeds attention
Reported costs will rise sharply when the offering completes, even though the charge is non-cash; the awards also add shares.
At June 2026 there was about $26.6 billion of unrecognised stock-based compensation for restricted stock units.[1] Had the offering completed in June 2026, $2.9 billion would have been recorded at once, with a further $23.7 billion over about 2.1 years.[2] Other equity awards carried about $3.1 billion more, to be recognised over about 1.3 years.[3] Stock-based compensation was $2,185 million in the six months to June 2026, and the company says the offering will increase this expense in later periods.[5][4] After June 2026 the board approved about 91 million more restricted stock units with a grant-date fair value of $5.8 billion.[6]
A large, known future expense brought forward by the listing itself. Question 38 of the common 60.
The 6 quotes behind this finding
8.How dependent is the business on cloud providers for compute capacity and distribution?Cloud providers supply compute, carry 48% of sales and also competeNeeds attention
A few large partners sit on both the cost side and the sales side. The filing does not show how fees, capacity or priority would change if a relationship weakened.
Sales through cloud providers' marketplaces rose from about 11% of revenue in 2023 to 48% in the six months to June 2026.[1] These platforms bill customers, collect payment and pass it on, net of their fees.[2] Some of the same cloud providers and chip partners supply compute, provide capital or credit support, and offer AI models that compete with the company's.[3][4][5] The company says these relationships could create conflicts of interest affecting its access to compute, its cost and the priority of its workloads.[6]
Dependence on a few partners touches compute, revenue and funding at once. Question 12 of the common 60.
The 6 quotes behind this finding
9.Which legal proceedings and government actions could materially affect operations or revenue?One court ruled largely for the company, another upheld a separate designation; also export curbs, an FTC demand and an antitrust claimNeeds attention
Government action has already removed products from sale for a time. The outcomes are open and could affect sales to government agencies and their suppliers. None of this is a finding of wrongdoing.
In February 2026 the President said he had directed all federal executive agencies to stop using the company's technology, after the company said its models should not be used for mass domestic surveillance or fully autonomous weapons.[1] The company challenged the actions in two separate proceedings.[8] In the first, a district court ruled largely in the company's favour on the directive and the Section 3252 designation, finding the actions retaliatory.[9][2] In the second, a petition for review of the separate Section 4713 designation, the D.C. Circuit Court of Appeals upheld that designation 2-1, and the company has asked the full court to rehear it.[3][10] In June 2026 export restrictions led the company to disable two models for all customers; it re-deployed them once the restrictions were lifted.[4][11] In October 2026 the FTC sought information on its consumer protection, privacy and product safety practices, and a class action filed in September 2026 alleges an agreement to slow AI development.[6][7] The company says it cannot predict the outcome of the lawsuits.[5]
Unresolved government action could shut out a group of customers whatever the results; includes product restrictions (priority 44). Question 18 of the common 60.
The 11 quotes behind this finding
10.What explains revenue growth, and how much depends on a small number of customers or contracts?Growth from wider adoption; largest customer 11% in the first half of 2026 and 12% in 2025, higher in earlier periodsMixed
Growth is now spread across a rising number of sizeable customers, though concentration was much higher until recently. Customer counts are the company's own unaudited metric, and the filing does not say how long the growth rate can last.
Revenue rose from $386 million in 2024 to $4,585 million in 2025 and $16,286 million in the six months to June 2026.[1] The company attributes the growth to model and product releases that increased usage and adoption.[2] Customers with $100,000 or more of trailing twelve-month revenue grew from about 400 in early 2025 to more than 6,000 by June 2026.[3] The largest customer provided 11% of revenue in the six months to June 2026 and 12% in 2025, but more in earlier periods: 18% in the first half of 2025 and 43% in 2023.[4]
Tests what drives the revenue line and whether it rests on a few accounts. Question 21 of the common 60.
The 4 quotes behind this finding
11.How do adjusted operating results reconcile with reported results, and which exclusions recur?Adjusted profit of $1,618 million against an operating loss of $693 millionNeeds attention
Only the Bartz settlement is a one-off; stock-based pay recurs in every period and will grow after the offering, so the adjusted figure overstates the recurring result.
Adjusted Operating Income (Loss) leaves out stock-based compensation, non-cash charitable contributions and the Bartz settlement.[1] It was a profit of $1,618 million in the six months to June 2026, against a reported operating loss of $693 million.[2][3] Stock-based compensation was excluded in every period shown, reaching $2,185 million in the half-year, and charitable contributions of $126 million were excluded too.[4][5] The Bartz settlement of $1.5 billion was a single copyright class-action settlement.[6]
The gap between the company's measure and the reported figure changes how performance reads. Question 27 of the common 60.
The 6 quotes behind this finding
12.What restrictions, guarantees or collateral requirements could reduce available liquidity?Up to $10.0 billion more could be tied up as collateralMixed
These amounts are small against current cash but would grow with the commitments; the filing does not say when the further restrictions could apply.
At June 2026 the company held $2.5 billion of restricted cash, mainly collateral for leases and other obligations.[1] It may be required to restrict up to an additional $10.0 billion under certain arrangements.[2] In April 2026 it placed $2.5 billion in escrow for a compute lease, and it guarantees a data-centre provider's power contract up to $500 million.[3][4] Its credit facility requires liquidity of at least $5.0 billion at each quarter end.[5]
Shows how much of the cash may not be freely available. Question 10 of the common 60.
The 5 quotes behind this finding
13.How much IPO money reaches Anthropic after selling shareholders, expenses and other specified uses?Net proceeds to the company not yet statedNot disclosed
How much of the IPO money reaches the company cannot be measured until the share numbers, price and tax amount are filed.
The expected net proceeds and the price are blank in this preliminary filing.[1] The company receives nothing from shares sold by selling stockholders.[2] Part of its proceeds will pay tax withholding on settling restricted stock units, an amount also left blank.[3]
The basic split between money for the company and for sellers. Question 5 of the common 60.
The 3 quotes behind this finding
14.How will company proceeds be used, including employee-award tax obligations?General corporate purposes and employee-award taxes; no amounts yetMixed
The proceeds are not tied to specific projects, so how they will be spent rests on management's later choices.
Proceeds are for general corporate purposes, including compute and infrastructure and hiring, and part will pay tax withholding on settling restricted stock units.[1][2] The company says it cannot specify the uses with certainty and will have broad discretion.[3] Its stated purposes also include creating a public market and an orderly distribution of shares for selling stockholders.[4]
Shows what the IPO is meant to achieve. Question 6 of the common 60.
The 4 quotes behind this finding
15.How much dilution could arise from outstanding awards, warrants, convertibles and the offering?Large conversions and awards to come; offering dilution not yet measurableNot assessable
Existing holders' conversions and employee awards will add many shares; the total effect for a buyer of Class A shares cannot be worked out until the share counts are filed.
At June 2026 potentially dilutive securities excluded from the loss-per-share figures came to 12,211,499 thousand shares, mostly preferred stock and convertible notes.[1] A further 1,049.6 million performance-based restricted stock units were not included, and about 91 million more were granted after June 2026.[2][5] Class N shares issued when the preferred stock and notes convert will dilute the economic interests of Class A holders.[3] The number of shares to be sold in the offering is blank, so total dilution cannot yet be calculated.[4]
Dilution changes what each share represents; brings in stock compensation. Question 17 of the common 60.
The 5 quotes behind this finding
16.What assurance accompanies the financial statements, and what reporting limitations are disclosed?Clean audit of 2025; interim figures, controls and metrics not auditedMixed
The audited figures are not qualified, but the six-month figures to June 2026 are unaudited, the auditor changed in 2025, and the company's own metrics carry no outside check.
Ernst & Young, auditor since 2025, gave an unmodified opinion on the 2025 accounts; Grant Thornton audited the earlier years.[1][2][3] The auditor was not engaged to audit internal control over financial reporting.[4] Operating metrics such as Net Revenue Retention and customer counts have not been independently verified.[5]
Confidence in the figures used throughout this report. Question 3 of the common 60.
The 5 quotes behind this finding
17.What does the filing establish about customer retention, recurring usage and contract durability?Very high reported retention, but little contractual commitmentNot assessable
Customers have expanded their spending sharply, but the filing does not establish how durable that usage is, since most revenue can change with usage and is not locked in by contract.
The company reports Net Revenue Retention of about 900% as of September 2026.[1] It says this and other metrics rest on assumptions and have not been independently verified.[2] Much of its revenue is not subject to long-term contractual commitments.[3]
Durability of revenue against long-term commitments. Question 22 of the common 60.
The 3 quotes behind this finding
18.When can existing holders sell, and how many shares could become saleable at each stage?Lock-ups of 180 to 365 days depending on the holder; some shares can be sold from the first day of tradingNot disclosed
The number of shares that could become saleable at each stage is blank in this filing, and early releases can change the timing.
Directors, officers and holders of substantially all of the stock have agreed lock-ups or market standoffs, with specific exceptions and early-release provisions.[1] For the co-founders and holders of more than 0.5% of the fully diluted shares, the lock-up runs to the earlier of an earnings release in late 2027 and the 365th day after the prospectus date.[2] For other holders the main date is the 180th day, but some of them may transfer up to 10% of their lock-up securities from the first trading day.[3][4] The lead underwriters may release holders early.[5]
Future sales by existing holders affect supply after listing. Question 39 of the common 60.
The 5 quotes behind this finding
19.Which offer terms remain preliminary or unquantified?Price, share numbers, latest-quarter revenue and liquidity are blankNot disclosed
The core offer terms will only be known from a later amendment; conclusions in this report may need revisiting then.
The price, share numbers and expected net proceeds are blank.[1] Revenue for the three months to September 2026 is also blank.[2] Liquidity at September 2026 is left blank too.[3]
Makes the limits of the evidence visible. Question 59 of the common 60.
The 3 quotes behind this finding
20.What valuation can be calculated once price and share counts are available, and what limits the comparison?Not yet calculable: price and share counts are blankNot assessable
A later filing will allow the equity value to be calculated by class. Comparisons with other companies would still be limited by the losses, the scale of commitments and the unusual share structure. This report takes no view on whether any price is high or low.
No valuation can be calculated yet because the price and share counts are blank.[1] Once filed, the equity value would be the offer price times the Class A and Class N shares outstanding after the offering, as Class N shares carry the same economic rights as Class A.[2] Class T stock has no economic rights, so it adds nothing to that value, while the Class F share's fixed 50.1% of votes is not reflected in economic value.[3][4]
Answers how a valuation could be worked out, without judging the price. Question 20 of the common 60.
The 4 quotes behind this finding
About this report: sources, what the assessments mean, terms used, how it is put together
Sources and scope
Based on the registration statement on Form S-1 filed with the SEC on 26 October 2026.
This report is based only on the preliminary Form S-1 filed on 26 October 2026, with audited figures to 31 December 2025 and unaudited figures to 30 June 2026; the price range and share numbers are blank and will be set in a later amendment. Prepared on 28/10/2026; every quote checked word for word against its page by the site.
What the assessments mean
- Supportive
- The documents show a position that supports the business on this point. It says nothing about whether the share price is attractive.
- Needs attention
- The documents show something a reader should look into further. It is not a conclusion that the business is weak.
- Mixed
- The evidence points both ways, or is not conclusive.
- Not assessable
- The question matters here, but the documents do not give enough to assess it. Nothing is assumed in either direction.
- Not disclosed
- The documents do not give this. Missing information is not, by itself, evidence of a weak business.
- Not in the documents on the site
- The answer is in a document the site does not hold, not missing from the company's disclosures.
- Not applicable
- The question does not fit this issuer.
Assessments and takeaways describe the business as its own reports show it. They say nothing about whether the share price is attractive, and they are not advice to buy or sell.
Terms used in this report
Plain-English explanations written by What Investors Ask, not taken from any company's report. They explain what a term means and what it can tell you about a company's health now and later; they are general, not about any one company.
- Dilution
- A smaller ownership share because more shares have been issued. A dilution gain is an accounting gain recorded when a business's value rises as it issues shares to others.
- What it can tell you: Such gains are accounting entries, not cash.
- Lease
- An agreement to use property or equipment for a period in return for regular payments.
- What it can tell you: Lease payments are fixed costs that have to be paid even if sales fall.
- Margin
- Profit as a share of revenue. A 20% margin means 20 out of every 100 of sales is left as profit at that level.
- What it can tell you: Rising margins suggest the business is becoming more profitable; falling margins can point to cost or price pressure.
- Operating cash flow
- The cash the business actually brought in from its normal activities during the year.
- What it can tell you: If it stays well below profit for several years, the profit may not be turning into cash.
- Unmodified audit opinion
- The auditor's conclusion that the accounts give a fair view, with no reservations.
- What it can tell you: Supports reliance on the figures; it is not a guarantee that every figure is right.
How this report is put together
- The question numbers are the same for every issuer; the order shown is this company's order of importance, and the wording fits its business, market and country of incorporation.
- Material findings come first and appear in every tier: a critical finding from a later question is brought into the first 20 and the summary. Larger tiers add explanation and evidence, not risks.
- Each answer first gives what the documents disclose, then what remains uncertain.
- "Not applicable" means the question does not fit; "Not assessable" and "Not disclosed" mean it matters but the documents do not settle it. No answer is forced into a reassuring one.
- Amounts are shown in the currency and units the documents print them in; nothing is converted, and currencies are never mixed in a calculation.
- Valuation figures are calculations on a stated basis, with their limits; nothing in the report says whether the shares are cheap, expensive or suitable to buy.
Information from the registration statement (Form S-1). It does not predict share prices or tell you whether to apply, and it is not investment advice.