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Guide

Insurance for robotics companies

The lines a robotics startup needs before its first customer deployment, with typical contract limits, the segments underwriters treat differently, and where 2026 AI exclusions reach robots.

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The short answer

A robotics startup needs five lines before its first customer deployment, in this order. General liability comes first, at $1M per occurrence and $2M aggregate, because every site owner asks for it before the machine goes through the gate. Equipment coverage, written as inland marine, comes second, at each unit's replacement cost, followed by workers' compensation at the limits state law sets for the technicians who travel with the machine. Technology errors and omissions at $1M to $5M joins once the autonomy stack is the product, and an umbrella arrives when a contract asks above the primary, most often at $5M.

The exposure a machine carries

The moment a machine leaves your lab, its risk profile changes shape. A robot on a customer site can injure a person, damage the site, or be damaged itself: crushed in transit, dropped from a dock, hit by a forklift. Each of those outcomes lands on a different insurance line, and a robotics program is the set of lines that together follow the machine's working life.

Software companies mostly face financial-loss claims. Robotics companies face physical ones, and physical claims involve site owners, their insurers, and statutory requirements that software never touches. The paperwork demands arrive before the risk does: most sites will not let your machine through the gate without certificates in hand.

The segments differ in what the underwriter fears. A humanoid or legged platform can fall, and it works in spaces built for people, so bodily injury leads the file; our humanoid guide covers that case on its own. Autonomous mobile robots in warehouses mostly threaten racking, product and forklifts, while sidewalk units add pedestrians, cyclists and a municipal permit. Field robots in agriculture and construction run heavy and unfenced, often miles from a technician, which pushes the questions toward equipment values and the operating envelope. Surgical robots are a different regime, governed by medical-device rules and placed as medical products liability, and this page does not cover them.

The five lines and their limits

General liability is the foundation. It responds to bodily injury and damage to other people's property, which is what a machine working around people and infrastructure can cause. Site owners require proof of it before deployment, typically at $1M per occurrence and $2M aggregate.

Equipment coverage, written as inland marine, follows your hardware away from your premises. The name is a holdover from cargo insurance; the modern meaning is property coverage for gear in transit, at jobsites, on pilots and demos. This matters because standard property policies stop at your own walls, and a robotics company's most valuable assets spend their lives beyond them.

Workers' compensation covers your own people: the technicians who install, service, and supervise machines. It is legally required in most states once you have employees, and field work makes claims more likely than desk work does. Technology errors and omissions, usually called tech E&O, joins when the autonomy stack is what you sell: a perception model licensed to a fleet, a navigation service, a control policy that runs on a customer's own hardware. It responds when that software's work costs the customer money without anything physical breaking, and contracts ask for $1M to $5M.

Umbrella coverage supplies extra limits above the primary policies. It usually enters the program when a specific contract demands it: an enterprise master service agreement or a site owner requiring five million in liability limits when your primary carries one.

Typical limits by line

General liability$1M per occurrence, $2M aggregateSite owners, landlords and every pilot agreement
Equipment (inland marine)Each unit scheduled at replacement costPilot agreements for units left on site, and your own balance sheet
Workers' compensationSet by state law, with employers' liabilityState law, and site owners for any of your staff on their floor
Tech E&O$1M to $5M per claimEnterprise procurement, when the autonomy stack is licensed
Umbrella$5M above the primary is the common askEnterprise master agreements, hospitals and utilities

What the program costs

We do not publish a premium figure for robotics, because no sourced one exists and the range is too wide for a single number to mean anything. The published startup cost surveys describe software companies with nothing on a customer floor. A robot changes every input the underwriter uses.

The drivers are concrete. General liability prices on where the machine works and how close people get: a fenced cell in a factory, an open warehouse aisle, and a public sidewalk sit on very different rate pages. Equipment coverage prices as a share of the scheduled values, so a fleet of ten units is a different policy from a fleet of two, and a unit that costs as much as a car rates accordingly. Workers' compensation follows payroll and job class, and field technicians rate higher than engineers at desks.

The two things you control are the safety file and the limits. A submission that shows supervision ratios, emergency stops and incident logs earns a better rate than one that shows the word autonomous. Buying $5M of umbrella because one template asked for it, before anyone tried to negotiate the ask, is an easy way for a robotics startup to overpay.

Autonomy, AI exclusions and the liability chain

A standard commercial insurance application has no fields for how an autonomous machine actually operates. There is nowhere to describe supervision models, operating envelopes, geofencing, emergency stops, or safety cases. Left with a generic form, an underwriter prices your robot like rented construction equipment, and the quote comes back padded with exclusions or does not come back at all.

The placement work is presentation. An operation described properly, to underwriters who want machine risk on their books, produces materially different terms than the same operation squeezed through a generic application. Ask how a prospective broker plans to present the autonomy; the answer tells you whether they have done this before.

The general liability form itself has started to move. The standard-forms bureau's generative AI exclusions for general liability took effect in January 2026 (Independent Agent magazine, 2025-10-21), and they define generative AI as a machine-based learning system trained on data that creates content or responses, which a learned control policy can be argued to fit. Large insurers also won state approval during 2026 for filings that drop AI-related damages from corporate liability policies (The Information, April–May 2026). A certificate shows limits and dates. It does not show the endorsement that removes the claim, so the form gets read.

Liability for a physical AI system runs along a chain with four links: the manufacturer of the body, the developer of the model that drives it, the integrator who fitted it to the site, and the operator running it on the day. Your customer's contract is with you, and the model provider's terms push liability downstream, so the operator and the integrator hold the claim in practice. If you are both, you hold all of it.

Contracts, certificates, and timing

Customer contracts and site access agreements drive most robotics insurance purchases. Expect requirements for general liability with the site owner named as additional insured, proof of workers' compensation for any of your staff on site, and sometimes equipment coverage evidence for machines left on premises.

Buy before the pilot is scheduled. Placements involving autonomy can take longer than standard ones because fewer carriers have appetite, and a pilot delayed by a missing certificate is an expensive way to learn that. We place through insurers with appetite for robotics, present the safety case in their language, and read every form for autonomy and AI wording before it binds.

This page describes coverage in general terms. It is not an offer of insurance, and carrier appetite, policy wording, licensing, and availability govern every quote and every claim.

Common questions

What insurance does a robotics startup need before its first customer deployment?

General liability at $1M per occurrence and $2M aggregate, equipment or inland marine coverage at each unit's replacement cost, and workers' compensation for your own technicians. Tech E&O at $1M to $5M joins the program when your software or autonomy stack is the product, and an umbrella arrives when a contract demands limits above the primary.

Who is liable if a robot injures someone on a customer site?

The claim comes to the robot's operator, and general liability is the line that responds, subject to the carrier's policy terms. Site owners require proof of that coverage before the machine is allowed on site precisely because they expect the claim to land there. Where a separate integrator or model developer sits in the chain, the contracts between you decide how the claim is shared.

Can a claim be denied because the machine was running autonomously?

It can, if the policy carries an AI or autonomy exclusion. The standard-forms bureau's generative AI exclusions for general liability took effect in January 2026, and large insurers won state approval during 2026 for filings that remove AI coverage from general liability. The certificate will not show this, and the endorsement schedule does.

Is a warehouse robot insured differently from a sidewalk robot?

Same lines, different rate and different questions. A warehouse unit mostly threatens racking and product inside a private site; a sidewalk unit meets the public, and cities often require liability evidence with the permit. Expect an underwriter to price the sidewalk unit higher and ask more about the operating envelope.

Do drone and autonomous vehicle companies use the same lines?

The same skeleton applies, with additions: aviation-specific liability for aircraft, and auto liability forms for road vehicles. Anything that flies or drives on public roads brings its own regulatory coverage requirements on top of the commercial program.

How much does robotics insurance cost?

We do not publish a number, because no sourced figure exists for robotics and the published startup surveys describe software companies. Premium follows where the machine works, how close people get, the scheduled value of the fleet, your payroll, and the limits a contract makes you buy.

Terms in this guide

Sources

  1. 01Independent Agent magazine, on the standard-forms bureau's generative AI exclusions for general liability, effective January 2026, 2025-10-21
  2. 02The Information (subscription), on state regulators approving large insurers' filings to drop AI coverage, April–May 2026

Read next

  1. Insurance for humanoid robotsHow a humanoid robot is insured: what bipedal machines in human spaces change for an underwriter, which lines respond, who holds liability when a model drives the body, and what the file needs to show.
  2. Insurance for a pilot program at a customer siteWhat the insurance exhibit attached to a warehouse, hospital, utility or factory pilot usually asks for, what is negotiable, how long the certificate takes, and what the pilot agreement should say about the unit.

This page describes coverage in general terms. It is not an offer of insurance, and carrier appetite, policy wording, licensing, and availability govern every quote and every claim.