The operating model has six stages. Real interviews, partner commitments and customer outcomes must support each decision. The recorded demo simulates these gates; it does not prove they have been passed.
The animation above runs this loop: the parent system starts a company, the company returns what it learned, and the next company starts further ahead.
100 per day is the long-term ambition, not current output. $132 is the estimated cash budget for an initial prototype; operator labor and shared subscriptions are additional. A prototype still needs customer validation before it becomes an operating business.
One MAVCO brain produces a website, business hypotheses and operating drafts. It develops product, market, team, traction, and deal structure. MAVCO can discover or validate ideas. MAVCO makes a stakeholder map and business model canvas. Deep agentic learning and insights, with every tool connected.
Evidence: TourneyTrack recording, October 7, 2026. The $132 planning budget excludes operator labor and shared subscriptions.
Inspect the generated work →Hexa reported five new company launches in 2025. MAVCO’s 100-per-day ambition is shown as an annualized concept-generation target; it is not a count of operating or validated businesses. The current MAVCO recording demonstrates one venture blueprint. Source: Hexa’s 2025 report ↗
Valuable business knowledge. Cheaper intelligence. Tools that can turn an instruction into a working first version.
Reuters reported Google’s $10 million bid for Spirit Airlines’ internal business data in August 2026, with AI training among its intended uses. The signal: operational knowledge can command multimillion-dollar bids.
Reuters · August 17, 2026 ↗Stanford reports a more than 280-fold decline in the cost of GPT-3.5-level inference between November 2022 and October 2024. Research, drafting and software prototyping can now use far cheaper intelligence.
This measures AI inference, not the total cost of forming or operating a company.
Stanford AI Index 2025 ↗The MAVCO recording produced a product prototype, business model, brand kit, research drafts and operating documents. You can open the work right here.
Inspect the prototype and documents →Our thesis: when the first experiment requires less cash and less setup, more specific problems become worth exploring. A niche workflow. A small market. A useful business that never needed to be a unicorn.