# Valgo

> Risk quantification platform for physical AI and autonomous systems

## At a glance

| Field | Value |
| --- | --- |
| Category | Underwriting & Risk |
| Type | Solutions Provider |
| Region | NA |
| Headquarters | San Francisco, California |
| Founded | 2025 |
| Stage | Startup |
| Employees | 1-10 |
| Funding | 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

## Category & focus

- Subcategories: Risk Quantification, Actuarial Modeling, Autonomous Systems Risk
- Insurance verticals: P&C Commercial, Specialty/E&S
- Target customers: Carriers, Reinsurers

## Notable customers

- No named customers disclosed as of mid\-2026 \(pre\-revenue/early\-stage\)

## Links

- Website: <https://valgo.ai>
- Directory profile: <https://insurtechlist.com/companies/valgo/>
- Y combinator: <https://www.ycombinator.com/companies/valgo>

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*Last updated: 2026\-06\-19*