AI venture studio: How to assess the scaling partnership

At idea stage, ask who will build the product and what the studio will supply. With a formed company, compare support beyond capital against the terms on control.

At Hohen Ventures, founders bring the thesis and product build; we bring a scaling engine across funding, marketing, and infrastructure. Agree ownership and decision rights in writing.

How co-building works, stage by stage

Co-building varies by studio, and AI//VS aims for a product and willing customers by Demo Day. Ask what each stage covers:

1. Validate the premise: The founder brings a thesis or startup idea. At Hohen Ventures, we run in-house micro-marketing tests, including ads, to gauge market response alongside the product work.
2. Set responsibilities: Agree who will build the product and what funding, marketing support, and infrastructure the studio will provide. The founder retains responsibility for the market and company.
3. Set build milestones: Ask who owns the MVP build and what the studio supplies toward launch. ForgeCart already runs whole brands on a shared, multi-tenant platform that can serve as infrastructure where it fits.
4. Plan after funding: Agree which marketing and infrastructure commitments continue beyond the round, who owns each handoff, and what the founder must staff to keep building.

In ForgeCart, catalog and checkout sit on the shared platform, with subscriptions and an agentic admin in the same system.

When funding, equity, and control come into play

Forum AI Studio invests $250,000 at company formation, with founders retaining majority ownership and board control.

The formation documents should settle these questions:

• Equity: What stake does the studio receive for capital and build work, and what shares are reserved for future hires?
• Board: Who appoints directors, and which decisions require founder or studio consent?
• Next round: How will newly issued shares affect founder and studio holdings?
• Continuing rights: Can the studio invest again, and which voting or approval rights continue after the next round?

How this looks across real programs

Compare these programs by the work each supplies before a company raises its next round:

• CMU AI//VS (educational program): Teams use Carnegie Mellon resources to build AI-powered products and seek customers willing to pay before pitching at Demo Day.
• Forum AI Studio (investment studio): The studio invests $250,000 at company formation and assigns a dedicated co-building team through the first hire and fundraise preparation; founders retain majority ownership and board control after the formation investment.

CMU AI//VS provides an educational program. Forum AI Studio combines formation investment with a co-building team. Ask which kind of commitment your company needs before comparing terms.

Questions to ask before joining or funding a studio

Ask who owns the work and what support continues when funding closes. Take these questions into the first discussion:

• Cap table: What would each founder and the studio own at formation, and how is the option pool set aside?
• IP: Which existing work and new work will belong to the company, and how will that transfer be documented?
• Scaling support: Who owns marketing and infrastructure on the studio side, and what must the founder staff?
• After funding: Which marketing and infrastructure commitments stay with the studio after the check, and who owns them when the partnership changes?
• Other routes: Would a fractional technical co-founder or contracted build team meet the build need, or would check-only capital fit a team that can already ship?

Have a company that fits the AI layer? Pitch Hohen Ventures

To see whether the partnership fits, submit a pitch. Tell us about your company, its traction, and the opportunity you are pursuing.

We review every submission and reach out by email when there is a fit, typically within two weeks.

FAQs

Is Forum Ventures an AI venture studio?

Yes. Forum Ventures runs an AI venture studio that co-builds B2B AI companies with founders.

Do I need a finished idea to join a studio?

A finished idea is optional at studios that validate ideas with founders. Some programs expect a defined product thesis.

Pioneer Square Labs tests ideas before spinning out companies. Ask whether a program will validate your thesis with you or expects one ready to build.

Is an AI venture studio the same as an AI investment fund?

No. An AI venture studio participates in forming and building the company, while an AI investment fund primarily supplies capital.

How does a regular venture studio differ from an AI venture studio?

An AI venture studio builds AI-native companies, uses AI in its company-building process, or both. A venture studio without that focus still co-builds companies with founders.