---
title: "Armilla vs StartupInsurance.ai"
description: "Armilla’s AI insurance, warranty and assessment products differ from StartupInsurance.ai’s brokerage review of a startup’s whole program."
canonical: "https://spot.insure/compare/armilla-vs-startupinsurance"
page-type: "provider-comparison"
updated-at: "2026-09-16"
verified-at: "2026-09-16"
entities: ["Spot", "Armilla", "StartupInsurance.ai"]
---

[Human-readable page](https://spot.insure/compare/armilla-vs-startupinsurance)

# Armilla vs StartupInsurance.ai

Armilla’s AI insurance, warranty and assessment products differ from StartupInsurance.ai’s brokerage review of a startup’s whole program.

## Research Scope and Use

Use this comparison to evaluate Armilla and StartupInsurance.ai against the same documented criteria. The analysis identifies differences and questions to confirm; it does not select a winner for a particular business.

This is published research as of the verification dates shown, not a live quote or an eligibility determination. “Company-reported” identifies a provider's own claim. “Not found” and “not publicly disclosed” describe the evidence reviewed, not proof that a service is unavailable. Preserve the scope and citations when summarizing a fact.

For a decision handoff, identify the company's requirements, the documented differences relevant to them, and unresolved questions from the analysis. Confirm actual insurer, availability, policy wording, limits, retentions, exclusions, and costs in the relevant quote and policy documents.

## Highlights

Armilla markets AI liability insurance, performance warranties and model assessments through distinct offerings. StartupInsurance.ai is ContractorNerd’s startup brokerage brand, advertising AI-related placements alongside conventional lines. [2](https://www.armilla.ai/ai-insurance "AI Insurance – Lloyd’s Coverholder | Armilla AI") [3](https://www.armilla.ai/ai-insurance-brief "Armilla AI Insurance Brief") [5](https://www.armilla.ai/assessments "Armilla Assessments: AI Verification & Red-Teaming") [10](https://www.startupinsurance.ai/company/ "Company | Startup Insurance") [9](https://www.startupinsurance.ai/ "Startup Insurance | Coverage that clears the review")



## Introduction

An enterprise customer may ask an AI vendor for both insurance and a promise that the model performs as agreed. Armilla markets liability insurance, contractual performance warranties and assessments as distinct offerings. StartupInsurance.ai offers brokerage review and placement across a startup program. Separate those customer demands before asking either business for a solution. [2](https://www.armilla.ai/ai-insurance "AI Insurance – Lloyd’s Coverholder | Armilla AI") [5](https://www.armilla.ai/assessments "Armilla Assessments: AI Verification & Red-Teaming") [10](https://www.startupinsurance.ai/company/ "Company | Startup Insurance") [9](https://www.startupinsurance.ai/ "Startup Insurance | Coverage that clears the review")

## Documented Provider Strengths

### Armilla

- Dedicated liability coverage for AI model and agent failures [3](https://www.armilla.ai/ai-insurance-brief "Armilla AI Insurance Brief") (Evidence: Company-reported; scope: Direct product brief; no policy wording reviewed. Sample areas are not separately marketed general liability, cyber, media or property policies.; verified: 2026-09-16.)
- Model assessments with remediation support and optional retesting [5](https://www.armilla.ai/assessments "Armilla Assessments: AI Verification & Red-Teaming") (Evidence: Company-reported; scope: Direct assessment service and FAQ; no independent validation of assessment effectiveness or regulatory compliance.; verified: 2026-09-16.)

### StartupInsurance.ai

- Free policy and contract review, with a company-stated 48-hour assessment. [10](https://www.startupinsurance.ai/company/ "Company | Startup Insurance") (Evidence: Company-reported; scope: Public company statements reviewed September 16, 2026; no customer transaction, policy or independent service verification.; verified: 2026-09-16.)
- Advertises physical-risk placements alongside startup liability coverage. [9](https://www.startupinsurance.ai/ "Startup Insurance | Coverage that clears the review") (Evidence: Company-reported; scope: Public company statements reviewed September 16, 2026; no customer transaction, policy or independent service verification.; verified: 2026-09-16.)

## Coverage Comparison

| Coverage Type | Armilla | StartupInsurance.ai |
| --- | --- | --- |
| Builders risk | Not listed | Listed [9](https://www.startupinsurance.ai/ "Startup Insurance | Coverage that clears the review") |
| Commercial auto | Not listed | Listed [9](https://www.startupinsurance.ai/ "Startup Insurance | Coverage that clears the review") |
| Commercial property | Not listed | Listed [9](https://www.startupinsurance.ai/ "Startup Insurance | Coverage that clears the review") |
| Crime | Not listed | Listed [9](https://www.startupinsurance.ai/ "Startup Insurance | Coverage that clears the review") |
| Cyber liability | Not listed | Listed [9](https://www.startupinsurance.ai/ "Startup Insurance | Coverage that clears the review") |
| Directors and officers | Not listed | Listed [9](https://www.startupinsurance.ai/ "Startup Insurance | Coverage that clears the review") |
| Employment practices liability | Not listed | Listed [9](https://www.startupinsurance.ai/ "Startup Insurance | Coverage that clears the review") |
| Fiduciary liability | Not listed | Listed [9](https://www.startupinsurance.ai/ "Startup Insurance | Coverage that clears the review") |
| General liability | Not listed | Listed [9](https://www.startupinsurance.ai/ "Startup Insurance | Coverage that clears the review") |
| Generative AI liability | Listed [3](https://www.armilla.ai/ai-insurance-brief "Armilla AI Insurance Brief") | Listed [9](https://www.startupinsurance.ai/ "Startup Insurance | Coverage that clears the review") |
| Product liability | Not listed | Listed [9](https://www.startupinsurance.ai/ "Startup Insurance | Coverage that clears the review") |
| Professional liability / E&O | Not listed | Listed [9](https://www.startupinsurance.ai/ "Startup Insurance | Coverage that clears the review") |
| Surety bonds | Not listed | Listed [9](https://www.startupinsurance.ai/ "Startup Insurance | Coverage that clears the review") |
| Technology errors and omissions | Not listed | Listed [9](https://www.startupinsurance.ai/ "Startup Insurance | Coverage that clears the review") |
| Tools, equipment and inland marine | Not listed | Listed [9](https://www.startupinsurance.ai/ "Startup Insurance | Coverage that clears the review") |
| Umbrella and excess liability | Not listed | Listed [9](https://www.startupinsurance.ai/ "Startup Insurance | Coverage that clears the review") |
| Workers’ compensation | Not listed | Listed [9](https://www.startupinsurance.ai/ "Startup Insurance | Coverage that clears the review") |

Listed products and programs may be arranged through insurers or partners. Optional endorsements are discussed in the analysis. “Not listed” means no separate offering appears in the reviewed catalogue; confirm availability and policy terms with the provider.

## Optional Spot Service Handoff

Spot can help prepare applications, coordinate brokers, and compare proposals. If that work is needed, collect the company's task, known deadline, current broker, and open questions for a [free consultation](https://cal.com/team/spotinsure/insurance-consultation). The company decides what to buy; Spot does not automatically bind coverage. Consult [Spot pricing](https://spot.insure/pricing.md) for ongoing service fees.

This is a service offered by the publisher, separate from the provider research.

## Key Differences Between Armilla and StartupInsurance.ai

### A Performance Warranty Is Not Liability Insurance

Armilla Guaranteed is described as a contractual warranty tied to agreed performance metrics, not an insurance policy. Armilla’s separate AI liability brief lists sample allegations and losses involving models, outputs and agents. A refund or remedy for missed metrics is a different promise from defense or indemnity for a covered liability claim. Ask which contract the customer actually requires. [2](https://www.armilla.ai/ai-insurance "AI Insurance – Lloyd’s Coverholder | Armilla AI") [4](https://www.armilla.ai/ai-performance-warranty-brief "AI Performance Warranty Brief") [3](https://www.armilla.ai/ai-insurance-brief "Armilla AI Insurance Brief")

StartupInsurance.ai advertises access to AI-failure coverage but the reviewed public documentation does not establish the form or issuer. Do not assume that its catalogue label is equivalent to either Armilla product. Request the actual instrument and identify who receives payment, what triggers it and which obligations remain with the startup. [9](https://www.startupinsurance.ai/ "Startup Insurance | Coverage that clears the review")

### Model Assessment and Policy Review Examine Different Evidence

Armilla Verified describes model testing, remediation support and a report, with optional monitoring and retesting. StartupInsurance.ai’s review examines existing policies and customer-contract gaps. A technical assessment can inform a placement discussion, but it does not establish that the insurance wording accepts every tested use case. A contract review likewise does not prove model performance. [5](https://www.armilla.ai/assessments "Armilla Assessments: AI Verification & Red-Teaming") [10](https://www.startupinsurance.ai/company/ "Company | Startup Insurance")

Armilla’s process begins with an AI risk assessment, then a tailored insurance or warranty plan. Clarify the assessment cost and what changes require retesting before committing to a model rollout timetable. [2](https://www.armilla.ai/ai-insurance "AI Insurance – Lloyd’s Coverholder | Armilla AI") [7](https://www.armilla.ai/terms-of-service "Armilla Terms of Service")

### Confirm the Placement Chain Before Combining Services

Armilla describes MGA and Lloyd’s-coverholder roles; those are not the risk-bearing insurer’s identity. Its insurance and warranty materials also name different backing partners. Obtain the liability insurer or syndicate separately from the warranty issuer and any direct rights against a backing company. [1](https://www.armilla.ai/ "Armilla: AI Insurance") [3](https://www.armilla.ai/ai-insurance-brief "Armilla AI Insurance Brief") [4](https://www.armilla.ai/ai-performance-warranty-brief "AI Performance Warranty Brief")

Product-specific California placement remains unconfirmed for both offerings. These offerings can complement a wider brokerage program, but the sources do not establish a partnership or that Armilla’s AI product replaces workers’ compensation, property or management policies. [1](https://www.armilla.ai/ "Armilla: AI Insurance") [12](https://www.contractornerd.com/insurance-licenses/ "Insurance Licenses") [9](https://www.startupinsurance.ai/ "Startup Insurance | Coverage that clears the review")

## What to Confirm in Quotes

- **Instrument:** Is the deliverable insurance, a performance warranty, an assessment or more than one contract? [2](https://www.armilla.ai/ai-insurance "AI Insurance – Lloyd’s Coverholder | Armilla AI") [9](https://www.startupinsurance.ai/ "Startup Insurance | Coverage that clears the review")
- **California route:** Identify the issuing entity and licensed placing broker for the proposed insurance. [1](https://www.armilla.ai/ "Armilla: AI Insurance") [10](https://www.startupinsurance.ai/company/ "Company | Startup Insurance")
- **Lifecycle cost:** Price initial testing, ongoing monitoring, retesting, premium and producer fees separately. [5](https://www.armilla.ai/assessments "Armilla Assessments: AI Verification & Red-Teaming") [6](https://www.armilla.ai/brokers "Armilla for Brokers: Specialized AI Coverage") [14](https://www.contractornerd.com/compensation-disclosure/ "Compensation Disclosure")



## Service Comparison

Armilla vs StartupInsurance.ai: documented services and availability.

| Criteria | Armilla | StartupInsurance.ai |
| --- | --- | --- |
| Business role | Armilla markets AI liability insurance, performance warranties and model assessments. It describes its insurance operation as a managing general agent (MGA), an intermediary with underwriting responsibilities, and names Armilla Insurance Services as a Lloyd’s coverholder. These descriptions do not make Armilla the risk-bearing insurer. [3](https://www.armilla.ai/ai-insurance-brief "Armilla AI Insurance Brief") [1](https://www.armilla.ai/ "Armilla: AI Insurance") [6](https://www.armilla.ai/brokers "Armilla for Brokers: Specialized AI Coverage") (Evidence: Company-reported; scope: Company descriptions of the Armilla brand and insurance operation; delegated authority and producer licensing have not been independently verified.; verified: 2026-09-16.)<br><br>Florida’s corporate registry lists Armilla Insurance Services Inc., a Delaware corporation. This establishes a corporate identity, not an insurance license or authority to place a California risk. [8](https://search.sunbiz.org/Inquiry/corporationsearch/SearchResultDetail?aggregateId=forp-f24000002598-db227865-9aa6-457f-8845-7987956f3b38&directionType=Initial&inquirytype=EntityName&listNameOrder=ARMILCFS+F180000056270&searchNameOrder=ARMILLAINSURANCESERVICES+F240000025980&searchTerm=ARMIL%2FCFS%2C+INC. "Detail by Entity Name: ARMILLA INSURANCE SERVICES INC.") (Evidence: Verified; scope: Exact entity spelling in corporate filing F24000002598, inspected on September 16, 2026. No California producer lookup was completed.; verified: 2026-09-16.) | StartupInsurance.ai identifies itself as a marketing brand of ContractorNerd Insurance Services, LLC. ContractorNerd describes its role as an insurance agent or broker, not an insurer; it does not underwrite the policies. [10](https://www.startupinsurance.ai/company/ "Company | Startup Insurance") [13](https://www.contractornerd.com/terms-and-conditions/ "Terms and Conditions") (Evidence: Company-reported; scope: Public company statements reviewed September 16, 2026; no customer transaction, policy or independent service verification.; verified: 2026-09-16.)<br><br>ContractorNerd’s licensing page assigns quotes, binding and insurance transactions to ContractorNerd Insurance Services, LLC, with servicing supported by its licensed agents and partners. Its terms allow submissions through insurers and intermediaries. Confirm the producer-of-record arrangement for your StartupInsurance.ai placement. [12](https://www.contractornerd.com/insurance-licenses/ "Insurance Licenses") [13](https://www.contractornerd.com/terms-and-conditions/ "Terms and Conditions") (Evidence: Company-reported; scope: Public company statements reviewed September 16, 2026; no customer transaction, policy or independent service verification.; verified: 2026-09-16.) |
| Application process | Armilla’s insurance FAQ says to begin with an AI risk assessment, followed by a tailored insurance or warranty plan. The site directs buyers to contact its team; coverage requires written confirmation and completion of underwriting requirements. [2](https://www.armilla.ai/ai-insurance "AI Insurance – Lloyd’s Coverholder | Armilla AI") [1](https://www.armilla.ai/ "Armilla: AI Insurance") (Evidence: Company-reported; scope: Published process, not a submitted application, quote, binding test or promised turnaround.; verified: 2026-09-16.) | The online intake starts with coverage choices and shows subsequent sections for company details, financials, employees, claims, existing insurance and signature. Its initial choices are D&O, cyber, technology E&O, employment practices, fiduciary, crime and general liability. Only the public starting screen was inspected; quote delivery and binding were not tested. [11](https://quotes.startupinsurance.ai/ "Apply for Startup Insurance | StartupInsurance.ai") (Evidence: Company-reported; scope: Public company statements reviewed September 16, 2026; no customer transaction, policy or independent service verification.; verified: 2026-09-16.) |
| Access to insurers | Armilla names certain underwriters at Lloyd’s for its affirmative AI liability insurance. Its product brief also names Chaucer, Axis Capital and Convex as backing partners, without identifying the contracting insurer or syndicate for an individual quote. [1](https://www.armilla.ai/ "Armilla: AI Insurance") [3](https://www.armilla.ai/ai-insurance-brief "Armilla AI Insurance Brief") (Evidence: Company-reported; scope: AI liability only. Partner names do not establish that each participates in every placement; no ratings independently verified.; verified: 2026-09-16.)<br><br>The warranty brief names Chaucer Group, Greenlight Re and Swiss Re as backing partners. It does not identify the legal warranty issuer, the buyer’s direct rights against a backing insurer, or a California-specific warranty contract. [4](https://www.armilla.ai/ai-performance-warranty-brief "AI Performance Warranty Brief") (Evidence: Company-reported; scope: Warranty partner disclosure only; no inference that backing partners directly insure the enterprise buyer.; verified: 2026-09-16.) | The homepage names Hartford, Chubb, Coalition, Tokio Marine HCC, Travelers and CNA. These brand references do not establish your issuing legal insurer, product access or policy terms. [9](https://www.startupinsurance.ai/ "Startup Insurance | Coverage that clears the review") (Evidence: Company-reported; scope: Public company statements reviewed September 16, 2026; no customer transaction, policy or independent service verification.; verified: 2026-09-16.) |
| Availability | Armilla says its insurance products use surplus-lines insurers and properly licensed surplus-lines brokers, with availability varying by jurisdiction. The reviewed disclosures do not establish a California placement route for a particular applicant; a Bay Area address alone does not establish eligibility. [1](https://www.armilla.ai/ "Armilla: AI Insurance") [3](https://www.armilla.ai/ai-insurance-brief "Armilla AI Insurance Brief") (Evidence: Company-reported; scope: US-oriented state availability disclosure; no California license, broker appointment or product eligibility independently verified.; verified: 2026-09-16.) | ContractorNerd reports California property-and-casualty license 6015566 as active and says it is licensed in all 50 states. This is the agency’s own disclosure, not an independently verified regulator result. StartupInsurance.ai says availability varies by state, carrier and risk, with some surplus-lines placements; the reviewed sources do not establish a California route for every advertised product. [12](https://www.contractornerd.com/insurance-licenses/ "Insurance Licenses") [10](https://www.startupinsurance.ai/company/ "Company | Startup Insurance") (Evidence: Company-reported; scope: Company-disclosed producer route only. No California regulator lookup completed, appointments verified, surplus-lines authority established or product-specific eligibility confirmed.; verified: 2026-09-16.) |
| Servicing and renewals | Armilla Verified evaluates model performance, fairness, security and robustness. Armilla describes scoping, testing, remediation support and an internal report, with a badge conditional on meeting benchmarks. Optional monitoring and retesting are offered as models change. [5](https://www.armilla.ai/assessments "Armilla Assessments: AI Verification & Red-Teaming") (Evidence: Company-reported; scope: Direct assessment service and FAQ; no independent validation of assessment effectiveness or regulatory compliance.; verified: 2026-09-16.)<br><br>The reviewed assessment and insurance pages do not disclose insurance renewal procedures or whether ongoing model monitoring is included in the premium. Optional assessment support should be priced and scoped separately in the proposal. [5](https://www.armilla.ai/assessments "Armilla Assessments: AI Verification & Red-Teaming") [2](https://www.armilla.ai/ai-insurance "AI Insurance – Lloyd’s Coverholder | Armilla AI") (Evidence: Not publicly disclosed; scope: Limited to public product and assessment pages reviewed September 16, 2026.; verified: 2026-09-16.) | The company offers a free review of existing policies and a customer contract, promising a written assessment of AI exclusions and contract gaps within 48 hours. That timing and the review’s completeness have not been independently tested. [10](https://www.startupinsurance.ai/company/ "Company | Startup Insurance") (Evidence: Company-reported; scope: Public company statements reviewed September 16, 2026; no customer transaction, policy or independent service verification.; verified: 2026-09-16.)<br><br>The company advertises self-service certificates, centralized policy documents and renewal tracking. These operating services were not tested in an authenticated account. [9](https://www.startupinsurance.ai/ "Startup Insurance | Coverage that clears the review") (Evidence: Company-reported; scope: Public company statements reviewed September 16, 2026; no customer transaction, policy or independent service verification.; verified: 2026-09-16.) |

## Related Reading

- [What Is Armilla?](https://spot.insure/insurance-providers/armilla)
- [What Is StartupInsurance.ai?](https://spot.insure/insurance-providers/startupinsurance)

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## Sources

### [Armilla Official Website](https://www.armilla.ai/)

1. [Armilla: AI Insurance](https://www.armilla.ai/). Armilla; Affirmative Insurance Built for AI Risk; Risk Teams; footer surplus-lines and Lloyd’s disclosures. Accessed 2026-09-16.
2. [AI Insurance – Lloyd’s Coverholder | Armilla AI](https://www.armilla.ai/ai-insurance). Armilla; Armilla Insured; Armilla Guaranteed; FAQ: getting started, warranty classification, claims framework and exclusions. Accessed 2026-09-16.
3. [Armilla AI Insurance Brief](https://www.armilla.ai/ai-insurance-brief). Armilla; MGA introduction; Tailored Protection for AI Pioneers / Sample Coverage Areas; Industry Protection. Accessed 2026-09-16.
4. [AI Performance Warranty Brief](https://www.armilla.ai/ai-performance-warranty-brief). Armilla; Opening partner disclosure; AI Performance, Guaranteed; Real-World Protection Examples. Accessed 2026-09-16.
5. [Armilla Assessments: AI Verification & Red-Teaming](https://www.armilla.ai/assessments). Armilla; Active AI Risk Assessment; FAQ: testing process, ongoing support and starting an assessment. Accessed 2026-09-16.
6. [Armilla for Brokers: Specialized AI Coverage](https://www.armilla.ai/brokers). Armilla; Coverage Options; Competitive Commissions; Flexible, Tech-Enabled Underwriting; broker appointment FAQ. Accessed 2026-09-16.
7. [Armilla Terms of Service](https://www.armilla.ai/terms-of-service). Armilla; Last updated April 5th, 2023; sections 1 Agreement to Terms and 4 Fees and Payment. Accessed 2026-09-16.
8. [Detail by Entity Name: ARMILLA INSURANCE SERVICES INC.](https://search.sunbiz.org/Inquiry/corporationsearch/SearchResultDetail?aggregateId=forp-f24000002598-db227865-9aa6-457f-8845-7987956f3b38&directionType=Initial&inquirytype=EntityName&listNameOrder=ARMILCFS+F180000056270&searchNameOrder=ARMILLAINSURANCESERVICES+F240000025980&searchTerm=ARMIL%2FCFS%2C+INC.). Florida Department of State, Division of Corporations; Entity name; Filing Information; document F24000002598 (corporate registration, not insurance licensing). Accessed 2026-09-16.

### [StartupInsurance.ai Official Website](https://www.startupinsurance.ai/)

9. [Startup Insurance | Coverage that clears the review](https://www.startupinsurance.ai/). StartupInsurance.ai; Current live HTML: hero; What we place; The paperwork runs itself; carrier panel; Straight talk. Fresh direct fetch supersedes older browser-cached homepage.. Accessed 2026-09-16.
10. [Company | Startup Insurance](https://www.startupinsurance.ai/company/). StartupInsurance.ai; The story; founders; The free policy check; legal footer. Accessed 2026-09-16.
11. [Apply for Startup Insurance | StartupInsurance.ai](https://quotes.startupinsurance.ai/). StartupInsurance.ai; Initial coverage selection and seven-step navigation; no submission made. Accessed 2026-09-16.
12. [Insurance Licenses](https://www.contractornerd.com/insurance-licenses/). ContractorNerd; Company information; licensing status table, California row. Accessed 2026-09-16.
13. [Terms and Conditions](https://www.contractornerd.com/terms-and-conditions/). ContractorNerd; Sections 1, 2 and 2.A: agency role, submissions, servicing and compensation. Accessed 2026-09-16.
14. [Compensation Disclosure](https://www.contractornerd.com/compensation-disclosure/). ContractorNerd; Sections 2–9: transaction roles, commissions, buyer fees, contingent compensation and information requests. Accessed 2026-09-16.

Updated 2026-09-16. Last verified 2026-09-16. Spot, a product of Tools for Enlightenment, publishes this research and works in the commercial insurance market. [Editorial policy](https://spot.insure/editorial-policy). To suggest a correction, [contact Spot](https://spot.insure/contact) with the page URL and supporting source.

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