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Risk quantification platform to insure physical AI

Insurers struggle to price autonomous systems because the historical data simply doesn't exist. Your car insurance draws from over 30 billion claims records, but autonomous trucks and robots have nearly zero. Valgo is the risk quantification platform that closes that gap. We are building probabilistic models of routes, tasks, and environments from the bottom up. We output a simulated loss estimate that insurers need to price coverage. Valgo is the foundational layer that gives insurance providers confidence to properly price autonomy risk. Our team combines expertise in risk estimation for autonomy with deep experience in the insurance industry. Sydney and Robert are Stanford PhDs who wrote the textbook on validating safety-critical systems and teach the course at Stanford. Robert spent 7 years at MIT Lincoln Laboratory on the core team that designed and validated an FAA-certified aircraft collision avoidance system, now a worldwide standard. Jon is a Sloan Fellow from the Stanford GSB who spent over 12 years in insurance leadership and led over $5 billion in M&A as head of corporate development for one of the largest insurers in Asia-Pacific.
Active Founders
Robert Moss
Robert Moss
Co-Founder and CEO
Stanford CS PhD with thesis on algorithms to validate safety-critical systems. Former research staff at MIT Lincoln Laboratory on the core team that designed and validated the aircraft collision avoidance system (ACAS X), now a worldwide standard. Other relevant experience working at Xwing (an autonomous aircraft startup now part of Joby Aviation), and NASA Ames Research Center.
Sydney Katz
Sydney Katz
Co-Founder and CTO
Stanford Aero/Astro PhD with thesis on safe machine learning. Author of "Algorithms for Validation" textbook. Lecturer for "Validation of Safety-Critical Systems" course at Stanford. Industry experience at Reliable Robotics, MIT Lincoln Laboratory, Johns Hopkins Applied Physics Laboratory, and NASA.
Jon Qian
Jon Qian
Co-founder and President
Stanford GSB Sloan Fellow. 12+ years in leadership positions for one of the largest insurer in Asia-Pacific. Responsible for over $5 billion in insurance company mergers and acquisitions.
Company Launches
Valgo — Risk quantification for insurance of physical AI
See original launch post

TL;DR — Valgo is the risk quantification layer for insurance of physical AI. Since historical claims data doesn’t exist for autonomy, we turn simulations into loss estimates that insurers need to price coverage.

https://youtu.be/td2uzvldFPY

Insurers face challenges pricing physical AI systems because the historical data simply doesn't exist. Your car insurance draws from over 30 billion claims records, but autonomous trucks and robots have nearly zero. Valgo is the risk quantification platform that closes that gap. We are building probabilistic models of routes, tasks, and environments from the bottom up. We output simulated loss estimates that insurers need to price coverage. Valgo is the foundational layer that gives insurance providers confidence to properly price autonomy risk.

Team. Our team combines expertise in risk estimation for autonomy with deep experience in the insurance industry. Sydney and Robert are Stanford PhDs who wrote the textbook on validating safety-critical systems and teach the course at Stanford. Robert spent 7 years at MIT Lincoln Laboratory on the core team that designed and validated an FAA-certified aircraft collision avoidance system, now a worldwide standard. Jon is a Sloan Fellow from the Stanford GSB who spent over 12 years in insurance leadership and led over $5 billion in M&A as head of corporate development for one of the largest insurers in Asia-Pacific.

Our Ask. We would love to talk with you if:

  • you work at a robotics and autonomy company
  • you work with insurance brokers, agents, insurers, and reinsurers
  • you know talented individuals in robotics systems, safety validation, and insurance

Contact us at founders@valgo.ai

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YC Photos
Valgo
Founded:2025
Batch:Winter 2026
Team Size:3
Status:
Active
Location:San Mateo, CA
Primary Partner:Jared Friedman