Investment Thesis

Venture Science: Hybrid Investing Powered by Decision Science

Venture Science is an investment management firm headquartered in Sausalito, California, in the San Francisco Bay Area. Founded in 2012, the firm manages hybrid investment strategies that combine venture capital's asymmetric return potential with hedge fund liquidity and tactical flexibility. We apply advanced analytical frameworks, decision theory, and quantitative modeling to investments across both private and public markets—overcoming heuristic errors and cognitive biases common in traditional asset management through a disciplined, systematic approach.

Our Philosophy

Decision Science Across the Capital Structure

Traditional venture capital relies heavily on pattern matching and gut instinct. Traditional hedge funds often chase momentum without deep technological insight. We take a different approach: applying rigorous decision theory and probabilistic modeling to identify opportunities across the full company lifecycle—from seed-stage private investments through IPO and public market positions.

Our multi-criteria decision analysis (MCDA) framework evaluates:

• Technology Risk — Is the science sound? What are the fundamental barriers to scalability?
• Market Timing — Are we at an inflection point? What drives adoption curves and exit windows?
• Team Dynamics — Does the founding team have the cognitive diversity to adapt through growth stages?
• Network Effects — What are the compounding advantages over time?
• Liquidity Factors — What is the optimal entry point across private rounds, IPO, and secondary markets?

Technological Inflection Points

We focus on identifying and investing at technological inflection points—moments when emerging technologies reach critical capability thresholds. Our current thesis centers on the convergence of:

• Artificial Intelligence — Foundation models, reasoning systems, and autonomous agents
• Quantum Computing — Error correction breakthroughs and near-term quantum advantage

This convergence creates opportunities across all sectors we invest in, and our hybrid structure allows us to capture value whether these companies remain private, go public, or present tactical opportunities in liquid markets.

The Hybrid Advantage

Structure

Venture Science manages the Strata Fund, an evergreen hybrid fund that allocates across three complementary strategies:

• Venture Investments (40%) — High-conviction private positions in transformative technology companies, from seed through late-stage
• ECM/IPO Allocations — Leveraging deep relationships for access to equity capital markets offerings
• Select Public Equities (60%) — Tactical positions in newly-public portfolio companies and thematic sector exposure

Why Hybrid?

Traditional venture capital locks up investor capital for 10+ years. Traditional hedge funds lack access to pre-IPO value creation. Our evergreen structure with annual redemption windows solves both problems:

• Capture asymmetric returns from private market investing
• Maintain liquidity through public market positions
• Follow portfolio companies from private rounds through public offerings
• Compound gains through continuous reinvestment without return-of-capital friction

Core Investment Verticals

Space Technology

From launch infrastructure to satellite systems and in-space manufacturing, we invest in companies building the foundation of the space economy.

Healthcare & Longevity

Biotechnology, diagnostics, and therapeutic platforms leveraging AI for drug discovery, precision medicine, and lifespan extension.

Climate & Energy

Clean energy generation, storage, grid infrastructure, carbon capture, and climate adaptation technologies.

Advanced Manufacturing & Materials

Novel materials science, photonics, additive manufacturing, and robotics enabling next-generation production.

Food, Water & Sustainability

Sustainable agriculture, water purification, supply chain optimization, and circular economy solutions.

Investment Criteria

Private Investments

We seek founders who:

1. Think in systems — Understand second-order effects and feedback loops
2. Embrace uncertainty — Use probabilistic thinking rather than false precision
3. Build moats — Create compounding advantages through technology or network effects
4. Move fast — Execute with urgency while maintaining strategic clarity

Public Market Positions

We target liquid opportunities where:

1. Information asymmetry exists — Our deep tech expertise provides differentiated insight
2. Thesis continuity applies — Companies align with our core sector verticals
3. Risk/reward is favorable — Probability-weighted expected value diverges from market pricing
4. Portfolio synergy is present — Positions complement or hedge private exposure

Our Commitment

We are long-term partners to our founders and investors. Our quantitative approach doesn't replace human judgment—it augments it. We provide:

• Strategic guidance informed by decision science and data
• Network access across our portfolio, co-investors, and the broader ecosystem
• Patient capital aligned with building enduring companies
• Structural flexibility through our hybrid evergreen model

Firm Overview