Air Street Capital Research
Overview
Air Street Capital is a venture capital firm investing exclusively in AI-first companies globally, with a focus on Europe and the United States. The firm is led by Nathan Benaich, founder and solo General Partner, who is best known for publishing the State of AI Report, the most widely read and trusted independent annual analysis of global progress in artificial intelligence.
Founded in 2019, Air Street Capital has deployed capital across two funds with anchor commitments from prominent figures including Daniel Ek (Spotify) and Jeff Dean (Google DeepMind). Fund II was announced in September 2023 with a total of approximately $121 million.
Investment Thesis
Air Street Capital focuses exclusively on AI-first companies—companies where advances in artificial intelligence are the primary driver of product capability, competitive advantage, and long-term value creation. The firm's thesis is grounded in the belief that the frontier of AI research and industry will continue to drive outsized economic value. If the AI is removed from the product, the customer doesn't use the product.
The firm invests globally in:
- Frontier AI models and evaluation systems: Companies advancing the state-of-the-art in AI capability
- AI infrastructure, tooling, and developer platforms: Tools enabling others to build on frontier capabilities
- Autonomous systems, robotics, and defense technology: Physical embodiments of AI
- AI agents and reasoning-based software systems: Autonomous decision-making and problem-solving
- TechBio and AI-native life sciences: AI applied to biological discovery and healthcare
What Makes Air Street Distinctive
Air Street Capital is uniquely positioned by Nathan Benaich's deep coupling to the frontier of AI research and industry. The firm's research orientation—most visibly through the State of AI Report—enables exceptionally early identification of emerging technical inflection points and structural shifts in the AI ecosystem. This research-first approach informs investment decisions and provides founders with high-quality strategic guidance.
The State of AI Report has become the reference document for understanding global AI progress, referenced by leading policymakers, researchers, investors, and media organizations including the Financial Times, The Economist, Bloomberg, MIT Technology Review, and Fortune.
Air Street Press provides ongoing analysis on AI research, markets, geopolitics, and company-building, accumulating over 500,000 views in 2025 alone—a 50% increase year-over-year.
Stage and Approach
Air Street Capital primarily invests at the pre-seed and seed stages, often working with companies at their earliest institutional financing rounds. The firm is known for deep engagement on product, technical strategy, and market positioning, particularly where companies are navigating rapid advances in AI capability.
The firm selectively makes growth-stage investments into category-leading AI-first companies when technical trajectory aligns closely with emerging AI capabilities. Recent examples include a $300M Series B co-investment in Black Forest Labs (visual AI frontier) and a $106M follow-on in Profluent (biological AI).
Recent Investment Activity (2025)
Air Street Capital made eight new investments in 2025 across gaming, defense, healthcare, frontier AI, and fintech:
Seed Stage:
- Studio Atelico ($5M Seed, lead): AI-first games studio combining frontier ML with award-winning game design
- Delfa ($3.8M Seed, lead): AI-first operating system for clinical trials, deployed in 50+ live trials
- Clove ($14M Seed, co-investor): AI-native wealth management platform pairing human advisors with AI
- Fern Labs ($3M Seed, solo): Agentic platform for long-horizon software artifact creation (later acquired by poolside)
- Polar Mist (Day 1 financing, co-lead): Maritime autonomy for European defense
Growth Stage:
- Black Forest Labs ($300M Series B, co-investor): Visual intelligence company translating latent diffusion research into enterprise products
- Profluent ($106M financing, follow-on): Frontier AI for programmable biology and protein language models
- Delian Alliance Industries ($14M Series A, co-lead): Vertically integrated AI-first defense systems
Follow-ons:
- Sereact (€25M Series A): Frontier robotics for warehouse automation
- Hedera Dx (€15M Series A): Decentralized liquid biopsy testing at scale
As of January 2026, Fund II includes 18 active portfolio companies.
Portfolio Characteristics
Air Street Capital's portfolio reflects a systems-level view of how AI reshapes markets and power:
Notable Exits:
- Niantic (acquired by Scopely for $3.5B, 2025): Pokémon GO and real-world gaming
- Ravelin (acquired by WorldPay, 2025): AI-first fraud prevention
- Fern Labs (acquired by poolside, 2025): Agentic software development
- Graphcore (acquired by SoftBank): AI semiconductors
- Adept (acquired by Amazon): AI agents
- ClipDrop (acquired by Stability/Jasper): Image generation tools
- Jukedeck (acquired by ByteDance): AI for music
- Athenian (acquired by Linux): Software engineering metrics
- Mapillary (acquired by Facebook): Computer vision for maps
Active Portfolio Highlights:
- Recursion (NASDAQ: RXRX): AI-powered drug discovery at scale
- Exscientia (NASDAQ: EXAI): Pharma AI platform
- ElevenLabs: Generative AI for voice and audio ($200M+ ARR trajectory)
- Synthesia: Enterprise AI video platform (used by 60%+ of Fortune 100, $180M Series D in 2025)
- PolyAI: AI voice assistants for healthcare, finance, hospitality
- poolside: Enterprise AI for software engineering
- Lambda: Superintelligence cloud, $1.5B+ Series E
- Crusoe: AI factory company, $1.375B Series E
- Enveda: AI-enabled natural compound discovery, $150M Series D
- Muon Space: Satellite manufacturing, $146M Series B
- Numerai: AI-native hedge fund
- Wayve: Self-driving cars with AI-first approach
- Starship: Autonomous delivery robots
Investment Check Size and Stage Focus
Based on 2025 activity:
- Pre-seed/Seed: $3M-$14M typical range
- Growth-stage co-investments: $106M-$300M+
- Follow-on reserves: Substantial reserves for supporting winners
The firm prefers to invest early and maintains engagement through company development. It does not shy away from large growth rounds in category-defining companies.
Decision Process and Involvement
Nathan Benaich operates as a solo General Partner, making investment decisions autonomously with support from advisors. The firm provides deep engagement on:
- Product development and technical strategy
- Market positioning and competitive dynamics
- Technical hiring and team building
- Strategic positioning relative to emerging AI capabilities
Air Street Capital also provides access to its research and community through Air Street Press and the Research and Applied AI Summit (RAAIS), enabling portfolio companies to benefit from ongoing analysis and peer learning.
Geographic Focus
Air Street Capital invests globally with particular strength in:
- United States: SF Bay Area, NYC, and broader US
- Europe: UK, Germany (Berlin), France, Nordic countries
- Selective: Israel, Canada, other regions with frontier AI capability
The firm explicitly targets regions where leading AI research, infrastructure, and company-building are taking place.
Lead vs. Follow Tendency
Air Street Capital demonstrates a lead tendency at seed stage—the firm frequently leads seed rounds and often makes solo investments ($3M-$5M range). At growth stages, the firm typically co-leads or participates in large rounds with other institutional investors.
Recent examples:
- Solo investor: Fern Labs ($3M)
- Co-lead: Polar Mist (Day 1), Delian Alliance Industries ($14M)
- Co-investor: Black Forest Labs ($300M Series B), Profluent follow-on
2025 Year in Review
According to Air Street Capital's January 2026 year-in-review analysis, 2025 marked a transition from AI capability breakthroughs to real-world deployment and diffusion:
"If 2023 and 2024 were about discovering and pushing what AI could do, 2025 was about learning where it actually works in the real world at scale. The next chapter will be defined less by frontier breakthroughs and more by diffusion: who can make AI dependable, affordable, and embedded in the systems that matter."
Key themes:
- Commercial deployment at scale: AI labs and infrastructure companies added more net new revenue than the entire public SaaS sector
- Reasoning models: Shifted the scaling axis to inference-time compute
- AI coding agents: Pulled automated software engineering into the present
- Embodied AI: Robotics and autonomous systems emerged as major battlegrounds
- Power and geopolitics: Multi-gigawatt compute clusters and sovereign AI efforts shaped the competitive landscape
Founder and Team Backgrounds
Nathan Benaich is a computational cancer researcher by training with deep expertise in AI research and industry. Before founding Air Street Capital, he published widely-cited research guides on AI and has been co-authoring the State of AI Report since its inception in 2018 (now in its 8th edition as of October 2025).
Nathan's angel and pre-Air Street portfolio includes Stripe, Numerai, Crushoe, Lambda, Synthesia, ElevenLabs, PolyAI, Wayve, Andela, and many others—demonstrating exceptional pattern recognition on early AI trends.
Competitive Positioning
Air Street Capital is differentiated from other AI venture capital firms through:
- Research authority: The State of AI Report provides unparalleled visibility into industry progress and creates brand authority
- Technical depth: Nathan's background in computational research combined with deep industry engagement
- Founder-friendly: Solo GP structure with transparent decision-making and deep engagement
- Community platform: Air Street Press and RAAIS provide ongoing value beyond capital
- Long-term view: Systems-level thinking about how AI reshapes markets
- Portfolio synergy: Strong cross-portfolio knowledge sharing and co-investor alignment
Investment Pace and Fund Status
Air Street Capital Fund II (approximately $121M, closed 2023) is actively deploying with 18 active portfolio companies as of January 2026. The firm has demonstrated consistent investment pace across pre-seed through growth stages, with particular appetite for category-defining companies in frontier AI, defense, autonomous systems, and AI-enabled life sciences.
Key Takeaways
Air Street Capital represents a research-driven approach to AI investing, combining deep industry engagement with founder-friendly terms. The firm's distinctive positioning around the State of AI Report and Air Street Press creates a flywheel effect: better analysis attracts better founders, better portfolio companies generate better insights for research, which attracts better deal flow.
Fund II demonstrates strong execution with portfolio companies achieving significant outcomes (Niantic $3.5B exit, Recursion public, Exscientia public, Black Forest Labs $300M+ Series B) alongside emerging category leaders in robotics, defense, and biological AI.
The firm's thesis is well-matched to market conditions: as AI shifts from capability breakthroughs to deployment and diffusion at scale, companies led by founders who deeply understand both frontier research and real-world constraints will capture disproportionate value.