Valgo

Risk quantification platform for physical AI and autonomous systems

Underwriting & Risk Startup Seed

Overview

Valgo is an underwriting risk quantification platform for carriers and reinsurers pricing coverage for physical AI systems, including autonomous trucks, industrial robots, drones, and manufacturing equipment. The company was founded in 2025 and graduated from Y Combinator's Winter 2026 batch.

The platform addresses a core gap in actuarial data: traditional insurance pricing for automobiles draws on billions of historical claims records, but autonomous systems have almost none. Valgo builds probabilistic models of routes, tasks, and environments from simulation data and converts them into loss estimates that underwriters can use in place of historical claims experience.

Valgo raised a USD 500K seed round from Y Combinator, Floodgate, and Menlo Ventures in early 2026. The founding team holds Stanford PhDs and brings prior experience from MIT Lincoln Laboratory, NASA, Reliable Robotics, and Asia-Pacific insurance M&A leadership.

Products & Services

Risk Quantification Engine

A simulation-based risk quantification engine that helps insurers assess and price coverage for physical AI applications where no historical claims data exists. The platform ingests simulation outputs and converts them into loss estimates suitable for underwriting workflows.

Key Features

Probabilistic modeling of routes, tasks, and environments for autonomous systems
Simulation-to-loss-estimate conversion for underwriting physical AI coverage
Risk models covering AI-specific failure modes including training data quality, hardware limitations, and operational boundaries
Bottom-up actuarial framework for novel risk categories with sparse claims history

Target Users: Insurance carriers and reinsurers underwriting coverage for autonomous vehicle fleets, robotics operators, and physical AI deployments

At a Glance

Founded: 2025
Headquarters: San Francisco, California
Employees: 1-10
Funding: Seed

Category & Focus

Category: Underwriting & Risk
Subcategories: Risk Quantification Actuarial Modeling Autonomous Systems Risk
Insurance Verticals: P&C Commercial Specialty/E&S
Target Customers: Carriers, Reinsurers