Private Equity

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Ex/ante

Zoe Weinberg's Ex/ante backs early-stage companies where regulatory moats compound network effects, focusing on AI safety, cybersecurity, and data rights.

Ex/ante logo

Ex/ante

Ex/ante launched in 2021, founded by Zoe Weinberg after stints at the World Bank, Google AI, and the International Finance Corporation. The firm's name — a Latin phrase for "before the event" — signals its thesis: the best time to shape a technology's regulatory and ethical architecture is before it scales. Weinberg built a team of operators with backgrounds spanning national security, AI research, and venture investing. The firm targets pre-seed and seed-stage companies at the intersection of technology and public interest. Its strategy concentrates on sectors where regulatory frameworks are still forming, creating opportunities for startups that design compliance and safety into their core product. The firm has led rounds in companies building privacy infrastructure, AI governance tools, and dual-use defense software. Geographic focus is US-headquartered companies with global regulatory exposure, particularly those operating across transatlantic data regimes. Ex/ante operates with a compact investment team and a network of technical and policy fellows who support portfolio companies on regulatory strategy and go-to-market positioning. The firm raised its first fund in 2021 and has since backed more than a dozen early-stage companies, though total fund size remains undisclosed. The portfolio includes ventures in AI model evaluation, encrypted computation, and digital identity frameworks. The firm maintains close ties with academic labs at Stanford and MIT that produce much of its deal flow. Unlike many seed firms, Ex/ante explicitly integrates policy analysis into its investment process, maintaining an in-house capability to model regulatory scenarios before committing capital. This structure allows the firm to underwrite regulatory risk as a potential competitive advantage rather than a liability — a posture that distinguishes it from the majority of early-stage generalist funds.

General information

Firm type

Private Equity

Year founded

AUM

Undisclosed

Location

Region

North America

Country

United States

City

Brooklyn

Corporate office

Brooklyn, NY, United States

Principals

Zoe Weinberg

Founder and Managing Partner

Sector focus

AI/MLCybersecurityEnterprise SoftwareDigital Health

Frequently asked questions

Who runs investment decisions at Ex/ante?

Zoe Weinberg, the firm's founder and managing partner, leads all investment decisions. Her background spans policy and technology, including roles at Google AI and the World Bank's International Finance Corporation. The investment committee includes operating partners with domain expertise in security and AI.

What investment stages does Ex/ante typically target?

Ex/ante focuses on pre-seed and seed-stage investments, typically writing first checks into companies with a technical founder and a clear regulatory angle. The firm prefers to lead or co-lead rounds. Its entry point is generally at the formation stage, before a startup has fully productized its technology.

How does Ex/ante source proprietary deal flow?

The firm sources heavily from academic research labs, particularly at Stanford and MIT, where cutting-edge work in AI safety and cryptographic systems originates. Weinberg's policy network across D.C. and Brussels surfaces companies navigating new regulatory regimes. The firm's fellow program also generates referrals from operators embedded in national security and privacy engineering communities.

Which sectors does Ex/ante explicitly avoid?

Ex/ante does not invest in consumer social platforms, ad-tech reliant on surveillance business models, or crypto tokens without clear utility. The firm has stated it will not back companies whose growth depends on evading existing regulatory frameworks rather than shaping new ones.

Does Ex/ante maintain philanthropic structures, and how are they separated?

Ex/ante operates a policy fellowship program that is integrated into the firm's sourcing and diligence process rather than structured as a separate philanthropic entity. Fellows receive stipends and participate in investment evaluation, creating a pipeline of operator-investors. The program is funded from the management company, not the fund.

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