The numbers a venture studio puts on its website are not lies, but they are not the numbers an investor doing venture studio due diligence needs either. A survival rate tells you how many ventures have not yet been shut, which depends mostly on how recently they were started and how reluctant the studio is to close them. A combined portfolio valuation tells you what the last round of each company implied, multiplied by whatever the studio still holds, and says nothing about what the studio paid to get there or how much of that value is in one company. A count of ventures created tells you how many entities were incorporated. None of these is a return.
The industry's own figures illustrate the problem. The Global Startup Studio Network's 2020 white paper covered 23 studios and 415 companies and reported a 9 per cent failure rate; later GSSN- attributed figures, repeated across the sector, claim that 84 per cent of studio companies raise seed, 72 per cent reach Series A against 42 per cent for conventional startups, and that studio companies reach Series A in 25.2 months against 56. A March 2026 survey of the sector by GoingVC calls these "directional, not definitive" and notes that "the organizations producing them have incentives worth considering". A peer-reviewed paper from Politecnico di Milano is blunter: academic research on what drives studio success "remains limited". An investor who underwrites on sector averages is underwriting on self-reported data from a sample selected by the people who want the capital.
This article sets out a different lens. It starts from the ways in which a studio differs from a fund as an economic object, and derives from each difference a question, the reason it matters and what a good answer looks like. Where published LP-oriented material on studio diligence exists it is used; most of the checklist is built from first principles, and the article says so.
Why a fund's template does not transfer to venture studio due diligence
A fund is a pool of capital managed by people who select companies built by others. Its track record is a list of investments with entry prices, exit prices and dates; its economics are management fee and carried interest on a fixed base; its conflicts are well mapped and its reporting conventions are set by bodies such as ILPA. Due diligence on a fund asks whether the people can select and whether the terms are fair.
A studio is an operating company that happens to own stakes in the businesses it builds. Its track record is confounded by the fact that it chose the idea, staffed the company and set its first valuation. Its economics mix equity, services it bills to ventures, grants, fees on any sidecar fund and sometimes consulting revenue. Its conflicts are structural rather than incidental: the studio decides which ventures get capital, sits on both sides of the first round and often employs the founders. Hexa's own account of how studios finance themselves, written in 2019, says that a studio with a fund alongside it must "set strong rules and safeguards to prevent conflicts of interest" because the studio is deciding which of its own ideas the fund backs and when.
The consequence is that the diligence question changes from "can these people pick?" to "can this machine build, and who gets paid when it does?" The checklist that follows is organised around the seven places where that second question is answered.
The Studio Diligence Checklist
The table is the analytical contribution of this article. Each row names the question, says why a studio makes it necessary, and describes what a good answer looks like. The rows are in the order an investor would reasonably ask them.
| Question | Why it matters for a studio specifically | What a good answer looks like |
| 1. Origination: show the rejection log. How many ideas entered the funnel in the last three years, at what stages were they killed, and who decided? | A studio's edge is supposed to be selection before incorporation. A studio that cannot show what it rejected cannot show that it selects. Pioneer Square Labs told GeekWire it rejected about 215 ideas for 25 companies; Atomic told TechCrunch it keeps a list of "well over 600" candidates. | A written log with dates, stage reached, reason for kill and cost incurred; a kill ratio well above the number of companies started; evidence that ideas were killed after money was spent, not only before. |
| 2. Equity terms and the dilution path. What does the studio own at incorporation, what does it own after the first external round, and what does the founding team own at each point? | Studio stakes range from 15 to 80 per cent (GSSN survey, average 34 per cent). A high initial stake is not wrong, but a studio that still holds a large majority at Series A is a company most lead investors will not price, and a founder with too little will leave. | A standard term sheet the studio can show, a worked cap table for a typical venture from incorporation to Series A, founder ownership that is defensible to an outside lead, and vesting for the studio's own stake rather than fully vested equity at day zero. |
| 3. Where shared costs are booked. Are the shared engineers, GTM, finance and legal charged to ventures, carried by the studio, or recovered from a fund's management fee? At what rate, and is it arm's length? | A studio's cost base is its product. If costs are charged to ventures, the studio's survival rate and venture burn are both affected by the charging policy. Chargebacks "can be quickly seen as double dipping", as one founder-side analysis puts it, if the studio also takes equity for the same work. | A written transfer-pricing policy, a reconciliation showing total shared cost against total recovered, and a clear statement of whether any fund fee subsidises studio operations. The good answer is not a particular model but a consistent one. |
| 4. The spin-out record. Of ventures older than the studio's stated graduation point, how many have their own leadership, their own payroll and an external lead investor on the board? | The graduation claim is the studio model's central promise and the easiest to leave unfulfilled, because a venture that never graduates keeps consuming the shared team and never gets an independent price. | A list of every venture past the graduation age with the three tests applied; an explanation for each that fails; and a graduation rate that the studio tracks itself rather than reconstructs for the meeting. |
| 5. Survivorship in reported rates. What is the denominator of the survival rate: every entity ever incorporated, every idea that received a budget, or the current portfolio? What is the median age of the surviving ventures? | A survival rate on a young portfolio is a statement about the calendar, not the model. The GSSN 9 per cent failure figure covered 415 companies with no age distribution. | A cohort table by year of incorporation showing alive, shut, acquired and merged, with reasons; a definition of "alive" that excludes dormant entities; a willingness to show the rate for the oldest cohort alone. |
| 6. Founder outcomes. Where are the founders and operators of every venture the studio has started, including the ones that failed? What did they earn, in cash and equity, relative to what they would have earned elsewhere? | The studio competes for operators against seed funds and employers. If its former founders are not better off and do not come back, the pipeline will dry up. RTP Global and Tracxn's 2026 data show Indian operator- founders already raise seed rounds 1.7 times larger than the average; a studio must offer something comparable. | Named references among former founders of failed ventures, not only successful ones; data on repeat founders within the studio; and clear terms for what a founder is paid during the build year. |
| 7. Follow-on behaviour. When ventures raised external rounds, did the studio invest pro rata, less, more, or not at all, and from which pocket? | A studio that never follows on is signalling what it thinks of its own ventures. One that always follows on from a fund it controls may be marking its own book. Hexa's 2019 description of club deals and sidecar funds shows how many pockets a studio can have. | A table of every external round with the studio's participation, the vehicle used and the price relative to the prior round; evidence that at least some rounds were led by investors with no prior relationship to the studio. |
| 8. Valuation of the studio's own book. How is the combined portfolio valuation computed, at what date, and what share of it sits in the top one, three and five ventures? | A headline valuation is the sum of last-round prices multiplied by stakes. Equidam's February 2024 analysis notes that valuing a private studio "may require projecting out future liquidity events" and that early- stage valuation is "a notoriously difficult challenge in opaque private markets". | Portfolio valuation reconciled to a cap-table-by-venture schedule; concentration disclosed; realised proceeds shown separately from unrealised marks; and the studio's own cost basis against each mark. |
| 9. Governance and control transfer. Who sits on each venture's board, who can veto a hire, a raise or a sale, and when does that change? | Studio founders' guides warn to ask "how many board seats does the studio retain post-launch" and whether "governance transition[s] as the company scales, or does it remain static". A venture that cannot escape its studio's control is a subsidiary with worse economics. | Board composition for every venture by stage; a written policy for when the studio gives up control; and at least one example where it did. |
| 10. What the studio is selling you. Is the investment in the studio's operating company, in a fund alongside it, in a vehicle for one venture, or in some combination? Where does the studio's own management make money? | The three structures carry different rights and different conflicts. Hexa's account describes a corporate vehicle, a sidecar fund in which the studio earns "only... carried interest of the money your LPs invested", and deal-by-deal club vehicles. An investor in one may be subordinated to or competing with the others. | A diagram of every entity and cash flow; a statement of which the investor is entering; and disclosure of management's economics in each. |
Reading the checklist as a whole
Three themes run through the ten rows. The first is denominators. Almost every studio metric is a ratio, and almost every ratio can be improved by shrinking the denominator: counting only incorporated ventures, only the current portfolio, only companies that reached a round. The investor's job is to insist on the largest honest denominator and to see the rate for the oldest cohort.
The second is pockets. A studio has more ways to pay itself than a fund: equity at incorporation, services charged to ventures, fees on a sidecar vehicle, follow-on from a fund it controls, and consulting or grant income. None of these is improper. What matters is that an investor knows which pocket they are in and which pockets are being filled from the ventures they are indirectly financing. Hexa's description of covering operating costs with "small equity raises until its first exits" and syndicating club deals through dedicated vehicles is a reminder that a mature studio may have several structures running at once.
The third is the handover. Rows four, six and nine all test whether ventures actually acquire their own leadership, governance and investors, and whether the people who ran them came out ahead. A studio that passes these three is one whose ventures can be underwritten as companies. One that fails them is an operating conglomerate, which may be a fine business but is a different asset with a different price.
A worked illustration of the denominator problem
Consider a studio that reports 24 ventures and a 91 per cent survival rate. PanScience Innovations reports exactly these figures, along with a stage breakdown of 13 active and scaling, 7 growth, 4 early and 3 stealth, and the arithmetic below uses them as a company-reported illustration of how a diligence reader should treat such numbers, not as a finding about the company.
A 91 per cent survival rate on 24 ventures implies roughly two closures. Whether that is impressive depends entirely on the questions in rows one and five. If the 24 are every entity incorporated since 2021 and the two closures include ventures that received budgets but were never incorporated, the rate is informative. If the 24 exclude ideas killed in validation, the rate measures the studio's reluctance to close incorporated companies rather than the quality of its selection. If most of the 24 are under three years old, the rate is a statement about time. The company's four stage categories sum to 27 rather than 24, which is the sort of discrepancy an investor should ask about, since it may indicate overlapping categories, a conservative headline, or entities counted differently in different places.
The same reading applies to the reported $500 million combined portfolio valuation. The checklist's row eight asks what share of that sits in the largest venture, at what date the marks were taken, and what the studio's cost basis is. PanScience names Accern, acquired in 2024, as its first exit; row eight would ask for the realised proceeds from that transaction to be shown separately from unrealised marks on the rest. Row seven would ask whether the studio followed on in the external rounds that produced the "$50 million plus raised by portfolio" figure the company reports, and from which pocket. None of these questions implies the answers are unfavourable. They are the questions any studio's headline figures should prompt, and the company's published numbers happen to supply a convenient example.
What published LP material does and does not cover
An investor looking for an established body of LP guidance on studios will not find much. Cambridge Associates' published commentary on venture manager selection, in a March 2025 piece on LPs building new relationships, discusses the pressure on managers to show distributions before further commitments and the search for managers with "a durable, competitive advantage", but does not mention studios. ILPA's reporting templates are written for funds. The GSSN material is produced by the studios' own network. The academic literature consists of a small number of theses and conference papers, of which the Politecnico di Milano study of 25 European studios is the most rigorous, and it tests founder experience, specialisation and location rather than economics or governance.
The founder-side literature is more developed because founders have been on the wrong end of studio terms more often than LPs have. Startup Studio Insider's March 2026 guide for founders asks whether the studio's financial contribution is "documented as equity rather than a loan", whether equity vests "on time or studio-controlled milestones", and whether the studio "can participate in future rounds in ways that reduce your ownership before outside investors arrive". Ben Yoskovitz's January 2025 analysis of a specific studio offer walks through a 35 per cent ask, a $25,000 monthly payback, milestone vesting and unclear service definitions, and concludes with the advice not to join "unless you're clear on the deal terms". These are founder questions, but every one of them is also an investor question, because a studio that treats founders badly will not keep them, and a studio whose terms are opaque to founders is unlikely to be transparent with investors either. The checklist above incorporates them in rows two, three, seven and nine.
Conclusion
A venture studio should be underwritten as what it is: an operating business that manufactures companies and keeps a share of each, with several ways to pay itself and a structural interest in how its own output is measured. The familiar fund metrics transfer badly because they assume that the manager and the builder are different people. In a studio they are the same people, and the diligence has to test the machine rather than the picker.
The ten questions above are not exhaustive, but a studio that can answer all ten with documents rather than slides is a studio whose headline numbers can be believed. One that can answer only the easy ones, origination narrative and portfolio valuation, has told you something as well.
Methodology and sources
The Studio Diligence Checklist is an original construction. It is derived from the structural differences between a studio and a fund as described in the article, from published descriptions of studio economics and financing structures, from founder-side diligence guidance that applies equally to investors, and from the ways the sector's self-reported metrics can be inflated. No published LP-specific diligence framework for venture studios was found in the material opened for this article; Cambridge Associates' venture commentary and ILPA's templates do not address studios, and the GSSN figures are produced by the studios' own network. The worked illustration uses PanScience Innovations' company-reported figures only to show how the questions apply; it draws no conclusion about the company. Limitations: the checklist has not been tested against a sample of studios, and the sector's metrics are too sparse to calibrate what a typical answer looks like, which is why each row describes a good answer qualitatively rather than numerically.
Sources opened: GoingVC, "The Rise of Venture Studios", 4 March 2026 (https://www.goingvc.com/post/the-rise-of-venture-studios); Del Prete, Franchi, Moiana, Ghezzi and Rangone, "What Drives Venture Studios Success?", Proceedings of the 20th European Conference on Innovation and Entrepreneurship (https://papers.academic- conferences.org/index.php/ecie/article/download/4143/3584/14723); GeekWire on Pioneer Square Labs and the GSSN equity survey, 8 January 2021 (https://www.geekwire.com/2021/seattle-startup- studio-pioneer-square-labs-spun-25-ideas-5-years-way/); TechCrunch on Atomic, 17 November 2021 (https://techcrunch.com/2021/11/17/talking-atomic/); Hexa Insights, "Sidecar funds, corporate vehicles, club deals: how do startup studios get financed?", 13 August 2019 (https://www.hexa.com/blog/news/sidecar-funds-corporate-vehicles-club-deals-how-do-startup- studios-get-financed); Equidam, "The challenge for venture studios", 1 February 2024 (https://www.equidam.com/the-challenge-for-venture-studios); Startup Studio Insider, "Measure Twice, Sign Once: A Founder's Due Diligence Guide for Startup Studios", 16 March 2026 (https://www.startupstudios.com/post/measure-twice-sign-once-a-founders-due-diligence-guide-for- startup-studios); Ben Yoskovitz, "Am I Getting a Good Deal from a Venture Studio?", Focused Chaos, 28 January 2025 (https://www.focusedchaos.co/p/good-venture-studio-deal); Cambridge Associates, "LPs build new relationships amid challenges for VC", 3 March 2025 (https://www.cambridgeassociates.com/en-eu/news/lps-build-new-relationships-amid-challenges- for-vc/); RTP Global and Tracxn, "India's Operator-Founder Moment Is Here", 23 July 2026 (https://rtp.vc/operator-report-2026/); GSSN 2020 white paper and 2022 figures as verified by the editor; PanScience Innovations company-reported figures (https://panscience.xyz).