Overview
IronGrid is an underwriting and risk platform for specialty P&C coverage of complex hardware assets, including grid-scale battery energy storage systems, industrial robotics, hydrogen production equipment, and autonomous systems. Founded in 2025 by engineers with backgrounds in battery modeling and advanced materials, the company uses physics-informed machine learning to forecast hardware degradation and performance loss, enabling insurance pricing tied directly to actual asset risk.
The platform combines physics-based models with cloud telemetry pipelines to ingest real-time performance data from insured assets. Brokers access coverage through a React-based portal for submitting applications and handling claims. Google Cloud Platform (BigQuery and Firestore) underpins the data infrastructure. IronGrid writes policies directly through a broker distribution model, allowing retail brokers to request coverage on behalf of clients.
A 2025 Y Combinator S25 company, IronGrid raised a USD 4.1M seed round from 11 investors including Augur VC, Climactic, Climate Capital, Ecosphere Ventures, and Lightscape Partners. The company reported USD 440K in revenue by September 2025 and is actively expanding its product lines and team.
Products & Services
Grid-Scale Battery Insurance
Performance insurance coverage for utility and commercial-scale battery energy storage systems. Coverage is tied to physics-based degradation forecasts for each asset rather than generic actuarial tables.
Key Features
- Physics-based capacity fade and degradation modeling
- Insurance-underwritten warranty coverage including component replacement and labor
- Performance-linked preventive monitoring programs
- Customizable extended coverage terms aligned with degradation forecasts
- Emergency response SLAs and streamlined claims handling
Target Users: Owners and operators of grid-scale battery storage systems; retail brokers placing energy storage accounts
Industrial Robotics Coverage
General liability coverage for commercially deployed robotic systems across warehouse and factory floor operations.
Key Features
- Coverage for autonomous mobile robots (AMRs) and automated guided vehicles (AGVs)
- Warehouse operations: picking, packing, sorting, and palletization robots
- Factory floor: collaborative robots, robotic arms for assembly, welding, inspection, and machine-tending
- Physics-informed risk models for each robotics category
Target Users: Industrial operators with deployed robotics fleets; brokers handling commercial automation accounts
Emerging Hardware Coverage Lines
IronGrid is extending its underwriting model into adjacent hardware categories using the same physics-informed approach.
Key Features
- Hydrogen production and transport systems coverage
- Smart inverters and grid-tied power electronics
- Advanced HVAC systems coverage
- Tailored physics models for each hardware category
Target Users: Operators of energy infrastructure and industrial systems; climate technology companies
At a Glance
- Founded
- 2025
- Headquarters
- San Francisco, CA, USA
- Employees
- 1-10
- Funding
- Seed
Category & Focus
- Category
- Underwriting & Risk
- Subcategories
- Specialty Underwriting Hardware Performance Risk Parametric/Sensor-Based Coverage
- Insurance Verticals
- Specialty/E&S P&C Commercial
- Target Customers
- Brokers, Carriers
Links
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Last updated: 2026-06-15