Key Takeaways
- • DVC raised $75 million for its AI Fund I, focused on Series A and B investments of $1M–$3M per deal in early-stage AI startups led by repeat founders, while maintaining an evergreen Seed Fund deploying $100K–$300K checks.
- • The firm eliminated its analyst layer entirely, replacing traditional deal evaluation with AI agents and a network of 170+ limited partners (engineers, founders, and AI researchers) who serve as Deal Advisors and Venture Partners, creating a community-driven deal sourcing and evaluation model.
- • DVC operates a dual-fund structure with a 240+ founder portfolio, leveraging its collective of LPs and portfolio founders to provide dealflow access, operational support, and Silicon Valley connectivity while claiming to deliver "highest-value-per-share" positioning on cap tables.
- • Co-founders Marina and Nick Davidov bring operational and exits experience, with Marina's background spanning AI startup founding (Humanism.is, Cherry Labs) and venture operations, and Nick's track record including prior VC exits (Gagarin Capital, iTech Capital achieving 6x TVPI) and growth scaling experience at MSQRD pre-Meta acquisition.
- • The firm's thesis targets AI startups with experienced or repeat founders, emphasizing hands-on support and community-driven value delivery rather than traditional analyst-driven due diligence, positioning itself as an alternative model to conventional venture structures.
Summary
Davidovs Venture Collective (DVC) has completed a $75 million fundraise for its AI Fund I, establishing a venture capital platform built on an unconventional operational model that eliminates traditional analyst roles in favor of AI-powered deal infrastructure and a distributed network of limited partner participation. The fund targets early-stage AI companies with experienced or repeat founders, deploying capital across two complementary vehicles: an evergreen Seed Fund writing checks of $100K–$300K, and AI Fund I, which provides $1M–$3M checks into Series A and B rounds.
The firm's defining operational characteristic is its replacement of traditional analyst infrastructure with artificial intelligence agents and an active LP network comprising 170+ members drawn from engineers, founders, and AI researchers. Co-founder Marina Davidova stated the firm's approach explicitly: "We fired our analysts and hired our LPs — then gave them AI to focus on the highest-impact work." This structure transforms limited partners from passive capital contributors into active participants, with the most engaged LPs serving as Deal Advisors or Venture Partners with decision-making authority and carry participation, effectively creating a hybrid community venture model.
DVC's ecosystem includes a portfolio of 240+ founders across its two funds, enabling internal dealflow sourcing while positioning portfolio companies to access broader network resources. The firm emphasizes that its community structure delivers "exceptional value" through software tools and operational support, claiming to achieve highest-value-per-share positioning on cap tables through reduced fees and concentrated expertise allocation. Marina Davidova previously founded Humanism.is and Cherry Labs (exited), and operated as an investor at Gagarin Capital, overseeing DVC's strategy, investment process, and community operations. Nick Davidov brings serial founder and venture experience, including co-founding Cherry Labs, founding Gagarin Capital, and leading growth at MSQRD before its Meta acquisition, while previously achieving 6x TVPI at iTech Capital.
The DVC model reflects a broader structural shift in venture capital toward alternative LP engagement mechanisms and AI-assisted deal sourcing, targeting the early-stage AI investment segment where speed, technical founder networks, and operational leverage remain competitive differentiators in a crowded market.
The firm's defining operational characteristic is its replacement of traditional analyst infrastructure with artificial intelligence agents and an active LP network comprising 170+ members drawn from engineers, founders, and AI researchers. Co-founder Marina Davidova stated the firm's approach explicitly: "We fired our analysts and hired our LPs — then gave them AI to focus on the highest-impact work." This structure transforms limited partners from passive capital contributors into active participants, with the most engaged LPs serving as Deal Advisors or Venture Partners with decision-making authority and carry participation, effectively creating a hybrid community venture model.
DVC's ecosystem includes a portfolio of 240+ founders across its two funds, enabling internal dealflow sourcing while positioning portfolio companies to access broader network resources. The firm emphasizes that its community structure delivers "exceptional value" through software tools and operational support, claiming to achieve highest-value-per-share positioning on cap tables through reduced fees and concentrated expertise allocation. Marina Davidova previously founded Humanism.is and Cherry Labs (exited), and operated as an investor at Gagarin Capital, overseeing DVC's strategy, investment process, and community operations. Nick Davidov brings serial founder and venture experience, including co-founding Cherry Labs, founding Gagarin Capital, and leading growth at MSQRD before its Meta acquisition, while previously achieving 6x TVPI at iTech Capital.
The DVC model reflects a broader structural shift in venture capital toward alternative LP engagement mechanisms and AI-assisted deal sourcing, targeting the early-stage AI investment segment where speed, technical founder networks, and operational leverage remain competitive differentiators in a crowded market.
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