AI for physical operationsE&S market

Industrial AI & controls

Companies building AI industrial controllers that replace PLCs in chemical and nuclear processing, industrial monitoring and optimization software, field-service AI, and robot-observability and teleop infrastructure.

Why it needs cover

The exposure

An AI controller running a chemical or nuclear process carries the consequences of a control failure directly: a release, a fire, or a plant shutdown, and it happens in real time rather than showing up as a delayed defect. This is a professional-services product with an immediate physical-loss tail.

What we place

Coverages this class usually needs

Tech E&O / professional (with AI grant)Required (contract)

Control, monitoring, or optimization errors traceable to the softwareCore exposure for software making real-time decisions in a hazardous process

CGL with affirmative AI grantRequired (contract)

Third-party injury/property damage from a controlled process or facilityA control failure reaches people and property, not just the software vendor's balance sheet

Products & completed operationsOften (contract)

Claims from the controller's performance surfacing after installationA control defect can surface long after go-live

ExcessOften (contract)

Limits above the primary programChemical and nuclear process customers specify high total limits

What it costs

National benchmark premiums

Rated on: ARR and number of controlled sites or processes

Full program

Quoted per program; driven by deployed fleet size, contracts, and limits.

Pricing figures are Risklytics program design targets, not published cost-guide data or quotes. Only construction & field robotics and warehouse & logistics robotics carry dollar figures, because Risklytics has built and priced real programs against them; every other class uses a qualitative pricing statement until a program is priced. Your premium depends on fleet size, contract structure, limits, deductible, and loss history.

Sources: Risklytics program design targets.

When it goes E&S

Where this risk gets hard to place

No admitted carrier has a class code for an AI controller running a chemical or nuclear process in place of a PLC, so this class is E&S from day one.

Contact

Talk to us about Industrial AI & controls.

Send the basics once. Our team and our AI agents route your risk to carriers with genuine appetite, package the submission, and handle the carrier follow-up.