Backing frontier intelligence at the limits of computation, matter, and autonomy.
Thesis
What We Believe
The next generation of transformative companies will emerge at the intersection of artificial intelligence, physical systems, and scientific discovery.
We believe enduring value is created not by incremental applications, but by new primitives—models, machines, and methods that unlock capabilities previously thought infeasible.
Neutron Star Ventures partners early with founders working on problems that sit one abstraction layer below the obvious.
Areas
Foundation Model Deployments
Platforms and infrastructure that operationalize foundation models in real-world settings. We focus on multimodal and embodied intelligence, along with the systems that support training, inference, deployment, and long-horizon reliability at scale—including alignment, robustness, and interpretability.
Market Size: $120B+ TAM by 2027
Robotics & Autonomy
General-purpose robots and autonomous systems designed to operate in unstructured, real-world environments. This includes simulation and world models, control systems, human–robot interaction, and tight hardware–software co-design required for deployment beyond the lab.
Market Size: $50B+ TAM by 2027
AI for Science
Computational systems that accelerate discovery across physics, chemistry, biology, and materials. We are interested in models that reason over complex systems, automate experimentation, and turn computation into a first-class scientific instrument.
Market Size: $90B+ TAM by 2027
How We Invest
We back ambious founders building AI-native companies from day zero with capital, strategic guidance, and deep in-network founder support.
What We Bring
- Formal advisor relationships with Stanford AI Lab, Caltech Biotech Research, Harvard Medical School and Berkeley AI Research
- Established connections within Samsung, Toyota Research Institute, Nvidia, and YC communities
- Builder-first culture led by founding partners who are all successful founders with prior exits and $20M+ raised.
- Strong support from advisors who are accomplished entrepreneurs with public traded companies in semiconductors, medical devices and hospital systems, and large-scale industrial and dredging operations
Portfolio
Selected (co-)investments across AI, robotics, and scientific intelligence from our founding partners.
(Selected investments)
Contact
We’re always open to conversations with builders working on hard problems. Whether you’re a founder, LP, or advisor, Neutron Star Ventures welcomes you to help shape what comes next.
Based in: New York / Bay Area
Investing: North America, Europe