IInvest in the Future of
Rugged AI
Reservoir VC is early stage venture capital backing ruggedized technologies for the hardest-to-fill, hardest-to-automate jobs.
What Is Rugged AI?
Intelligent software and hardware systems engineered to operate outdoors, where dust, weather, and variability are constants. Rugged AI spans agriculture, defense, forestry, and mining — solving a wider range of real-world failure modes than any indoor system ever could.
Bonsai Robotics
Why Agriculture?
Minimal infrastructure. Maximum variation. Agriculture is the hardest proving ground for portable autonomy — and that's exactly why it produces the most transferable AI. Systems that work in orchards and fields have already learned to navigate clutter, adapt to biological change, and make decisions under uncertainty. That makes agriculture the strongest source of rugged AI that scales across outdoor industries.
How We Validate Technology
Reservoir Farms are purpose-built proving grounds in the world's most demanding specialty crop regions — established with $8M+ in non-dilutive funding from the State of California, John Deere, and Western Growers Association, and fully subsidized to LPs.
Early-stage startups test against real conditions: dust, uneven terrain, broadband-restricted fields, legacy equipment, and biological variability across crops. This is where rugged AI is made.
Why Now?
The economics of specialty crop farming are breaking down. Regulatory costs, inputs, and wages are all up sharply — while U.S. workers filled just 182 of 415,000 advertised farm jobs last year. The U.S. lost 20 million farm acres between 2017 and 2022.
The rugged autonomy stack validated here transfers across every outdoor industry that demands reliability in unstructured environments. The window to build the foundational companies is now.
What We Back
Teams with field-validated performance, clear ROI for growers, and a path to fleet-level learning.
Applications: Non-chemical weeding, precise input delivery, harvest automation, labor assistance, and field monitoring.
Core Capabilities: High-fidelity perception, task-level autonomy, fleet-learning infrastructure, resilient edge compute, and simulation tooling.
Our Edge
Access, network, and acceleration — built into the infrastructure.
Our flagship Salinas site features 40 acres of dedicated test fields and a full robotics prototyping shop. We're engaged with 300+ rugged AI startups across 10+ countries, with partnerships spanning industry incumbents, land grant universities, and international innovation hubs.
We invest at Pre-seed and Seed — 6–8 deals per year, $500K–$1M tickets — alongside leads like Khosla Ventures and Acre VC, doubling down on winners across multiple rounds.
Our Investment Team
Managing Partner
Danny Bernstein
Founder & CEO Exec at GOOG & MSFT Exit (Meebo, $100M) Stanford GSB & UCD
General Partner
Nicola Kerslake
PE for SEI ($160B AUM VC for SSBCI Founder, Contain Inc. Founder, Indoor Ag–Con
General Partner
Matthew Hoffman, PhD
Green Thumb Led Driscoll’s AgTech Lodi Winegrape Co. PhD from UCD