Venture Studio Forum + 9point8: How Research Becomes Studio Design Standards

Key Takeaways:

• The Problem: Venture studios lack standardized frameworks, which forces every new studio to reinvent basic design decisions and makes it nearly impossible for capital allocators to evaluate the asset class.

• The 9point8 View: Research drawn from designing and observing 500+ studios globally can be distilled into reusable frameworks and standards that both improve studio design quality and accelerate institutional capital into the asset class.

• The Outcome: A clear picture of how practitioner research at the Venture Studio Forum becomes the design tools and evaluation standards that studios and investors actually use.

The Venture Studio Forum represents 1,600+ members across 650+ companies, including 11 unicorns and $48B in enterprise value. That is not a niche community. It is the primary industry body for an asset class that still lacks the standardized frameworks investors expect before they write checks. The gap between the studio model's demonstrated performance and the capital flowing into it traces directly to one problem: the absence of shared standards for design, governance, and evaluation.

Closing that gap is the work that connects the Venture Studio Forum's research agenda to 9point8 Collective's studio design practice. Here is how that relationship works, what it has produced so far, and why it matters for studios and investors operating today.

The research that becomes industry standards starts inside real studio design engagements. Matt Burris serves as both a partner at 9point8 Collective and Senior Director of Research at the Venture Studio Forum. This dual role is intentional. At 9point8, the work is hands-on: designing studios for universities, corporations, investors, and regional organizations, which means sitting inside the specific constraints that make each studio architecture different. At VSF, the role shifts to pattern extraction, taking insights from building studios and distilling them into frameworks and standards that elevate the asset class.

A venture studio is a company that creates, funds, and operates multiple startups simultaneously from within a single organization, retaining significant equity and operational control across its portfolio. Unlike accelerators or traditional venture capital funds, the studio is directly involved in ideation, validation, and early-stage execution.

The VSF research agenda is governed by VSF's board and advisory committees, ensuring standards development is independent of any single contributor's commercial interests. This governance structure matters because the resulting frameworks need to function as neutral evaluation tools, not marketing collateral for any single firm.

The frameworks that practitioners now reference in pitch decks and investor conversations (the Three-Role Framework, the Four-Customer Framework, the Eight-Driver Framework) were created through observation of well over 500 venture studios globally. They did not come from academic theory. They came from watching what works, what breaks, and what patterns repeat across different studio types and geographies.

Without shared standards, every investor conversation starts from scratch. The studio model is fundamentally more expensive to operate than a traditional fund. Across studios observed in this research, 40 to 60% of the fund typically supports operations. That represents a different strategy for risk reduction than a high-volume investment model, and it demands a different evaluation framework. But until recently, no such framework existed.

Capital allocation evaluation standards are the shared benchmarks, classification systems, and due diligence frameworks that allow investors to compare opportunities within an asset class on a consistent basis.

Capital allocators evaluating studios had no standardized way to compare one studio to another, assess design quality, or benchmark operating costs. The result: institutional capital that should be flowing into well-designed studios stays on the sidelines. Not because the returns are missing (studios like MDB Capital have produced 17 IPOs and 5 unicorns; Juxtapose has achieved a reported 100% Series B hit rate across its portfolio), but because the evaluation tools are missing. When an LP cannot benchmark a studio's operating cost ratio against a category average, they default to the framework they know: traditional VC metrics. And traditional VC metrics mischaracterize how studios generate returns.

This is what the Venture Studio Forum's research agenda is designed to solve.

The research pipeline runs from client engagements through pattern extraction into published frameworks. Three major projects define the current standards roadmap at VSF:

• The Venture Studio Categorization and Scoring Model (VSCSM). The VSCSM is the first standardized evaluation tool for venture studios, functioning as both a benchmarking system for investors and a design diagnostic for studio operators. Developed by VSF's research team, it incorporates data from Jim Moran's VentureStudioIndex.com (VSI) alongside original VSF research. Note: the VSI (Jim Moran's independent database tracking 500+ studios globally) and the VSF (Venture Studio Forum) are distinct organizations with different data sets; the VSCSM draws on both. In practice, the VSCSM functions as a diagnostic map. You can walk a client through it and pinpoint what aspects of their design are well developed and where elements might need to shift. Any design tool that achieves this level of specificity is by nature a functional due diligence framework.
• Legal structure and governance standards. Scheduled for 2026, these standards are being developed by a global committee of practitioners and legal advisors. They will address the structural questions that every studio faces: entity design, governance authority, decision rights, and the legal relationships between the studio, its ventures, and its capital partners. These are the questions that trip up even experienced fund managers, because the studio entity structure has no direct precedent in traditional venture capital.
• A comprehensive asset class report with rich portfolio company data. This report moves beyond studio-level metrics to venture-level performance data, giving investors the kind of granular portfolio analysis they expect from mature asset classes. The distinction matters: studio-level data tells you about the operating entity, while venture-level data tells you about the actual companies the studio has created, their revenue trajectories, follow-on funding, and exit outcomes. These three pieces (evaluation standards, legal and governance guidance, and rich performance data) are what capital allocators need to truly understand and deploy capital into this asset class.

Studios and investors are already using these frameworks as operational tools, not just reference material. The Three-Role Framework defines what makes an entity a venture studio: meaningful control across the entrepreneur role (ideation and validation), the operator role (execution), and the investor role (capital stewardship). This is not a theoretical taxonomy. Prospects reference it directly in conversations: "I use your three-part framework." Multiple studio founders have cited the framework in investor pitch decks, and at least two university programs have adopted it as the basis for their studio design process.

The Four-Customer Framework identifies the four constituencies every studio must satisfy simultaneously: the studio itself, the entrepreneurs, follow-on capital, and LP stakeholders. As the framework states: everybody has to say yes or you are screwed. A decision that optimizes for one customer at the expense of another reveals a design flaw, not a tradeoff. In our work designing studios, the Four-Customer test is one of the first diagnostics we run on a proposed structure. If a deal term looks good for the studio but makes follow-on investors hesitate, the framework surfaces that tension before the studio launches rather than after the first company needs a Series A.

The categorization matrix (mapping studios across return profile and formation stage) has become a diagnostic tool at 9point8. This classification framework allows the team to quickly understand the high-level strategy and nuance of a studio's thesis, identify design gaps, and pinpoint what kind of founding team member needs to be recruited. A pre-seed studio building in regulated health tech has a fundamentally different talent profile than a growth-stage studio spinning out enterprise SaaS companies from a corporate parent.

The Eight-Driver Framework maps the viable equity range for studio deal structures. Combined, these tools give both designers and evaluators a shared vocabulary and a structured approach to decisions that were previously made ad hoc.

Standards cannot be developed in isolation from practice, and practice improves when standards exist. Three lessons stand out from this research-to-standards pipeline:

First, frameworks must come from observation, not theory. The Three-Role, Four-Customer, and Eight-Driver frameworks were not designed in an office and tested in the field. They emerged from patterns observed across hundreds of studios, then refined through application in new studio designs. This is what makes them durable: they describe how studios actually work, not how someone imagines they should work.

Second, the studio model requires its own evaluation tools. Applying traditional VC metrics to studios produces misleading conclusions. Studios spend more on operations, take longer to deploy capital, and generate returns through a fundamentally different mechanism (company creation and concentrated equity, not portfolio diversification across existing startups). The Venture Studio Forum's evaluation framework was built to capture that difference. Per 9point8 and VSF analysis, properly designed studios with cash flow oriented models can produce return profiles (in some cases exceeding 40% IRR within 18 months) that traditional metrics would mischaracterize. For a deeper exploration of how studio design choices affect returns, see our Definitive Guide to Building a Venture Studio.

Third, standards accelerate capital deployment. When investors have a shared framework for evaluating studios, due diligence becomes faster and more consistent. MDB Capital's structured due diligence process and Juxtapose's multi-year validation cycles work in part because reference points for what "good" looks like are beginning to crystallize. The upcoming legal and governance standards from VSF will push this further, giving institutional allocators the structural confidence they need to commit.

The venture studio asset class is moving from bespoke to standardized. That transition does not mean studios become cookie-cutter; the model is too context-dependent for that. It means the tools for designing, evaluating, and investing in studios are finally reaching the level of rigor that capital markets demand.

What is the Venture Studio Forum?

The Venture Studio Forum (VSF) is the primary industry body for the venture studio asset class, representing 1,600+ members across 650+ companies globally. VSF's research agenda focuses on developing standardized frameworks and evaluation tools that help both studio operators and capital allocators make better decisions. Its board and advisory committees govern the research agenda independently of any single contributor's commercial interests.

What is the difference between the Venture Studio Index and the Venture Studio Forum?

The Venture Studio Index (VSI), maintained by Jim Moran at VentureStudioIndex.com, is an independent database tracking 500+ venture studios globally. The Venture Studio Forum (VSF) is a separate membership organization focused on research, standards, and community. While they share the goal of advancing the studio asset class, they maintain distinct data sets and operate independently. The VSCSM evaluation model draws on data from both organizations.

How do venture studio evaluation standards benefit investors?

Standardized evaluation frameworks give capital allocators a consistent way to compare studios, benchmark operating costs, and assess design quality. Without them, every investor conversation starts from zero, and institutional capital stays on the sidelines. With standards like the VSCSM in place, due diligence becomes faster, comparison becomes possible, and the structural confidence needed for institutional commitment begins to build.

Why do traditional VC metrics fail when applied to venture studios?

Studios spend 40 to 60% of the fund on operations (compared to the 2% management fee typical of traditional VC). They take longer to deploy capital, and they generate returns through company creation and concentrated equity rather than portfolio diversification across existing startups. Metrics designed for funds that make 30 bets and hope for one outlier do not capture the economics of an entity that builds 5 companies with deep operational involvement in each.