Armilla vs
Founder Shield Generative AI Liability Insurance
Armilla binds Lloyd’s cover as an MGA for AI model errors; Founder Shield places a claims-made E&S policy for AI users, not builders.
What Is Armilla?
Armilla markets AI liability insurance, contractual performance warranties and model assessments for AI developers and businesses deploying AI. 1,2
What Is Founder Shield Insurance?
Founder Shield is a commercial insurance broker for venture-backed and growing businesses. Buyers can request coverage through its online portal and work with advisors on insurer selection, policy changes and claims reporting. 4,5,6,7,8
What Is Generative AI Liability Insurance?
Generative AI liability covers third-party claims tied to how a business uses generative AI, such as inaccurate outputs, infringement or data disclosure. Terms vary, so compare each quote with your existing cyber, professional and general liability policies. 11,12
Key Differences in Generative AI Liability Insurance
Coverholder Versus Retail Broker
Armilla Insurance Services is a Lloyd’s of London coverholder authorized to bind coverage on insurers’ behalf; Armilla Insured is underwritten by certain underwriters at Lloyd’s, not by Armilla itself, and Armilla names surplus-lines backers including Chaucer, Axis Capital and Convex. Founder Shield is a retail brokerage, described as the innovation arm of The Baldwin Group, and places Founder Shield Generative AI Liability Insurance with third-party capacity rather than binding as an MGA. Founder Shield says the policy is backed by Lloyd’s capacity rated A+ by AM Best without naming a syndicate. 3 2 10 9
Who the Product Is For
Armilla lists regulated services (financial services, healthcare, telecommunications and media), professional services, industrial and infrastructure, and enterprise technology, and says it is active in North America. Founder Shield built its policy for commercial U.S. companies with up to $10 billion in revenue that deploy or use tools such as ChatGPT, Copilot, Gemini or Claude, rather than companies that sell generative AI as a standalone product. 3 1 9
Coverage Lists and Policy Structure
Armilla lists six areas: model-error liability, output liability, AI agent mistakes, non-breach privacy, AI-caused property damage, and regulatory defense and fines such as under the Colorado AI Act or EU AI Act. Founder Shield lists five third-party sources—hallucinated financial-loss errors, IP infringement or defamation, unauthorized disclosure of private data, bodily injury from reliance on an output, and property damage from an AI-driven decision—on a claims-made-and-reported E&S form with a duty to defend and defense costs that erode the limit. Armilla Guaranteed is a contractual performance warranty, not insurance. Founder Shield cites ISO CGL exclusions for generative-AI losses effective January 1, 2026. 3 2 9
How You Apply
Enterprises request Armilla coverage through a “Request coverage” form and typically start with an AI risk assessment; brokers apply for appointment separately. You request Founder Shield coverage through its website or an advisor; the placement team approaches carriers. Neither public page publishes a specific limit figure. 2 1 10 6
What to Confirm in Generative AI Liability Insurance Quotes
- Confirm whether you use generative AI or sell it; Founder Shield’s reviewed product is for users, not standalone AI vendors. 9
- Ask Armilla which Lloyd’s backers (Chaucer, Axis, Convex or others) are on the slip. 3
- Ask Founder Shield which Lloyd’s syndicate is on the claims-made E&S form and whether defense erodes the limit. 9
- Get limit and retention numbers; both pages say losses are covered only up to policy limits without publishing a figure. 2 9
- Do not confuse Armilla Insured with Armilla Guaranteed, which Armilla describes as a warranty, not insurance. 2
Offering Details
Armilla vs Founder Shield Generative AI Liability Insurance: documented features by provider
| Criteria | Armilla Insured | Founder Shield Generative AI Liability Insurance |
|---|---|---|
| Role in This Line | Armilla Insurance Services is a Lloyd's of London coverholder, a type of managing general agent authorized to bind coverage on insurers' behalf. Armilla says its Armilla Insured product is underwritten by certain underwriters at Lloyd's, not by Armilla itself. 3,2Company-reported. Coverholder role and underwriting disclosure as stated on Armilla's insurance-brief and AI insurance pages. | Founder Shield is a retail insurance brokerage, described on its site as “the innovation arm of The Baldwin Group,” and places Founder Shield Generative AI Liability Insurance with third-party carriers rather than underwriting the policy itself. 10Company-reported. About-us page; applies to Founder Shield's brokerage model generally, restated here for this line. |
| Issuing Insurer | Armilla says Armilla Insured is offered through surplus lines insurers and backed by A-rated insurers including Chaucer, Axis Capital and Convex. It does not name a specific Lloyd's syndicate, policy number or share on these pages. 3,2Company-reported. Applies to the Armilla Insured liability product only, not the separate Armilla Guaranteed performance warranty, which names a different backer group (Chaucer, Greenlight Re and Swiss Re). | Founder Shield says the policy is backed by capacity at Lloyd's of London rated A+ (Superior) by AM Best. It does not name the specific Lloyd's syndicate. 9Company-reported. Generative AI Liability Insurance product page; supersedes the general brokerage insurer claim for this line. |
| Who It’s For | Armilla lists regulated services (financial services, healthcare, telecommunications and media), professional services, industrial and infrastructure, and enterprise technology as covered sectors, and says it is active in North America and expanding. 3,1Company-reported. Sector coverage table on the insurance-brief page and geography FAQ on the brokers page. | Founder Shield built this policy for commercial U.S. companies with up to $10 billion in revenue that deploy or use generative AI tools such as ChatGPT, Copilot, Gemini or Claude in their operations, rather than companies that sell generative AI as a standalone product. 9Company-reported. Generative AI Liability Insurance product page. |
| Coverage Features | Armilla lists six coverage areas for Armilla Insured: AI model error liability (financial loss from underperforming or hallucinating outputs), AI model output liability (confidentiality breach, defamation, libel or slander from outputs), AI agent mistakes, non-breach privacy and data-leakage liability, AI-caused property damage, and defense costs and fines for AI regulatory violations such as under the Colorado AI Act or EU AI Act. 3Company-reported. Sample Coverage Areas list on the insurance-brief page; the issued policy and its exclusions control actual coverage. Armilla separately sells Armilla Guaranteed, which it explicitly describes as a contractual performance warranty rather than an insurance policy. Only Armilla Insured is the insurance product for this line. 2Company-reported. FAQ “Is this Warranty an Insurance Product?” on the AI insurance page. | Founder Shield says the policy covers five sources of third-party liability from generative AI outputs: financial-loss errors (hallucinated outputs), IP infringement or defamation from AI-generated content, unauthorized disclosure of private data, bodily injury from reliance on an AI output, and property damage from an AI-driven decision. 9Company-reported. Product page; the issued policy and declarations control actual coverage. Founder Shield says the policy is written on a claims-made-and-reported, excess & surplus (E&S) lines basis, with a duty to defend and defense costs that erode the limit. 9Company-reported. Generative AI Liability Insurance product page. Founder Shield cites a 140%-plus year-over-year rise in AI-related U.S. lawsuits and says ISO endorsements effective January 1, 2026 explicitly exclude generative-AI losses from standard commercial general liability policies, which it says is why it built a standalone product. 9Company-reported. Generative AI Liability Insurance product page; litigation and ISO statistics are company-reported and not independently verified here. |
| Limits and Retentions | Armilla says Armilla Insured covers financial losses, including defense costs, “up to policy limits,” but its public pages do not publish a specific limit, retention or deductible figure. 2Not publicly disclosed. AI insurance page FAQ, checked 2026-09-23. | Not described in the reviewed sources. |
| Risk Services | Armilla says it uses tech-enabled AI risk assessments and specialized underwriters to evaluate a model's performance, fairness and robustness as part of underwriting Armilla Insured. 1,2Company-reported. Brokers page (“Streamlined Underwriting”) and AI insurance page FAQ (“How do I get started?”). | Not described in the reviewed sources. |
| How to Apply | Enterprises request coverage directly through Armilla's “Request coverage” form and, per its FAQ, typically start with an AI risk assessment before Armilla customizes a plan. Brokers apply for appointment separately through a broker-signup process rather than the enterprise flow. 2,1Company-reported. AI insurance page FAQ and brokers page application process. | You request Founder Shield Generative AI Liability Insurance through Founder Shield's website or an insurance advisor rather than binding coverage directly; Founder Shield says its placement team then approaches carriers on the client's behalf. 10,6Company-reported. About-us and carrier-selection pages describe the general placement process, not a line-specific application form. |
Full Comparison
Other Generative AI Liability Insurance Comparisons
Sources
Armilla
- Armilla for Brokers: Specialized AI Coverage. Armilla AI; Streamlined Underwriting: tech-enabled assessments; Where does Armilla AI offer AI insurance coverage? (North America); Which reinsurers support Armilla AI? Accessed 2026-09-23.
- AI Insurance – Lloyd’s Coverholder. Armilla AI; Armilla Insured for AI Developers and Deployers; How does Armilla Insured work? (Coverage Trigger, Claims Framework, Scope of Protection, Policy Limitations); Is this Warranty an Insurance Product? (Armilla Guaranteed is a contractual warranty, not insurance). Accessed 2026-09-23.
- Armilla AI Insurance Brief. Armilla AI; Protecting AI Pioneers with Affirmative Insurance; Sample Coverage Areas; Industry Protection sector table; disclaimer: Armilla Insurance Services is a Coverholder at Lloyd's, underwritten by certain underwriters at Lloyd's, offered through surplus lines insurers. Accessed 2026-09-23.
Founder Shield
- Founder Shield. Founder Shield; Opening broker description; Specialized Practices; Smart Tech, Smarter People; quote and sign-in links. Accessed 2026-09-15.
- Quote Portal. Founder Shield; Public landing screen, Create Account and Sign In links. Accessed 2026-09-15.
- How Do You Decide Which Carriers to Approach? Founder Shield; FAQ answer on carrier selection: works exclusively with A-rated (AM Best) carriers, matched by industry appetite. Accessed 2026-09-23.
- What If Our Company Grows A Lot or Things Change During the Year? Founder Shield; Carl Niedbala answer, November 25, 2024: operational changes and coverage adjustments. Accessed 2026-09-15.
- Claims. Founder Shield; Our Approach; How We Support Claims Management, steps 1–5; Make a claim link. Accessed 2026-09-15.
- Generative AI Liability Insurance. Founder Shield; What Is Generative AI Liability Insurance; Who Needs Generative AI Liability Insurance Coverage?; What Does Generative AI Liability Cover? Accessed 2026-09-23.
- About Us. Founder Shield; “Founder Shield is the innovation arm of The Baldwin Group”; company history and mission. Accessed 2026-09-23.
Generative AI Liability Insurance Guide
- Generative AI Liability Insurance. Founder Shield; Who Needs Generative AI Liability Insurance Coverage?; What Does A Generative AI Liability Policy Not Cover?; Get a Quote. Accessed 2026-09-16.
- Chaucer co-develops new AI insurance product with Armilla AI. Chaucer; Opening three paragraphs. Accessed 2026-09-16.



