Armilla vs
Harper: How Do They Compare for Business Insurance?
AI developers needing model liability can assess Armilla; manufacturers, contractors and care businesses with complex operating risks can approach Harper for commercial brokerage.
Introduction to the Armilla vs Harper Comparison
A manufacturer adding an AI feature should separate the risk being insured from software used by a broker: Armilla markets liability protection and assessments for AI systems, while Harper says licensed professionals and carriers review its AI-assisted brokerage decisions. 6 12 17 Choose Armilla if your product creates AI model liability; choose Harper if a manufacturer needs broader commercial brokerage for its operating risks.
Buyer Takeaways for Armilla vs Harper
Armilla Buyer Takeaways
- AI developers can insure liability tied to model or agent failures. 3Company-reported. Direct product brief; no policy wording reviewed. Sample areas are not separately marketed general liability, cyber, media or property policies.
- Begin with an AI risk assessment; confirm deliverables and any monitoring or retesting in the proposal. 2Company-reported. Initial assessment described on the AI insurance page; reviewed evidence does not establish specific assessment deliverables, monitoring or retesting terms.
Harper Buyer Takeaways
- Harper targets hard-to-place businesses, including contractors, care providers, manufacturers and transportation firms. 17,22Company-reported. Examples of advertised appetite, not a verified customer census or eligibility guarantee.
- For workers’ compensation, Harper helps classify payroll by job and prepare for premium audits. 19,27Company-reported. Public payroll and audit service description; not independently tested, and state employee thresholds are deliberately not generalized.
Armilla vs Harper Coverage Lines Compared
| Coverage | Armilla | Harper |
|---|---|---|
| Builders risk | Not listed | Listed 10Harper includes builders risk in its construction and contractor insurance offering. |
| Business owner’s policy | Not listed | Listed 16Harper accepts business owner’s policy inquiries through its coverage intake. |
| Commercial auto | Not listed | Listed 10Harper lists commercial auto insurance and describes approaching insurers for customers. |
| Commercial property | Not listed | Listed 10Harper lists commercial property insurance and describes approaching insurance companies for customers. |
| Cyber liability | Not listed | Listed 10Harper lists cyber insurance and describes approaching insurers for customers. |
| Garage liability | Not listed | Listed 10Harper lists garage liability among the coverages its brokerage handles. |
| General liability | Not listed | Listed 10Harper lists general liability in its business-insurance services and quote inquiry. |
| Generative AI liability | Listed 3Armilla markets standalone AI liability insurance as a managing general agent. | Not listed |
| Liquor liability | Not listed | Listed 16Harper includes liquor liability in its coverage directory and insurance-placement service. |
| Management liability | Not listed | Listed 24Harper arranges management liability insurance through its partner brokerage service. |
| Medical malpractice | Not listed | Listed 16Harper arranges medical malpractice insurance. |
| Product liability | Not listed | Listed 16Harper includes product liability in its coverage directory. |
| Professional errors and omissions (E&O) | Not listed | Listed 16Harper includes professional liability in its coverage directory and quote intake as claims about work or advice. |
| Surety bonds | Not listed | Listed 21Harper arranges license, permit and contract surety bonds. |
| Tools, equipment and inland marine | Not listed | Listed 16Harper arranges inland marine coverage for tools and equipment that leave the shop. |
| Umbrella and excess liability | Not listed | Listed 16Harper arranges umbrella insurance. |
| Workers’ compensation | Not listed | Listed 16,19Harper arranges workers’ compensation insurance. |
A listing may be arranged through an insurer or partner. “Not listed” means this catalogue has no separate offering recorded; ask the provider whether it can quote the coverage and request the policy terms.
Current Reliability Scores for Armilla and Harper
Each score uses the rubric for that provider’s documented role. Providers with more than one role may have a score for each.
Armilla Reliability Scores
Managing general agentCarrier & MGA
5.2/ 10Harper Reliability Scores
BrokerBroker
5.9/ 10Armilla and Harper Review Scores for 2026
These averages can combine ratings for different products, locations, and customer groups, including approximate BBB grade conversions. Read each review for the sources, scope, and calculation.
Armilla Review Score
Review Score
No reviews found
Armilla has no customer ratings on the review sites we checked, so there's no Review Score yet. Armilla sells AI insurance, a small niche, so you'll want to ask for references.
Read Armilla reviewsHarper Review Score
Review Score
No reviews found
We found no customer star rating for Harper. Its Trustpilot page has 0 reviews, and BBB shows 0 customer reviews and 2 complaints.
Read Harper reviewsKey Differences Between Armilla and Harper
Keep the Operating Business in the Submission
Harper emphasizes difficult-to-place operations, with advertised customers including manufacturing, contractors and care providers. Its broader catalogue covers conventional commercial risks. Armilla’s sample AI scopes address model errors, output harms and agent actions. A business integrating AI into physical operations should present both its ordinary activities and the model’s role, rather than assuming an AI liability label replaces the operating-company program. 17 16 3
This is potentially complementary work. The records do not establish that Harper places Armilla products or that either has accepted the particular operation; ask the broker to identify the available specialist route. 18 6
Brokerage Automation Is Not Model Validation
Harper’s privacy notice describes extracting information, drafting messages and organizing follow-ups, with review controls. Armilla says buyers begin with an AI risk assessment before it customizes an insurance or warranty proposal; specific assessment deliverables and any remediation support need confirmation. A faster submission process and an assessment of the startup’s model are different deliverables. Specify whether the work you need is administrative, technical, or both. 12 2
Harper also describes workers’ compensation payroll classification and audit preparation. That is particularly relevant when the AI deployment accompanies new staff or changes in job duties, but it says nothing about whether the AI system meets its promised benchmarks. 19 4
Resolve the Human Handoff Before an Incident
Harper’s public entity disclosures use different company names without explaining their relationship, and its reviewed service pages do not establish a dedicated claim-notification procedure. Armilla’s coordination description likewise leaves the administrator and complete notice process unresolved. Identify the actual producer and insurer on each document and assign the reporting contacts before relying on general support promises. 11 12 26 2
What Should You Confirm in Armilla and Harper Quotes?
- Describe the physical operation, employee duties and AI decision authority in the same submission, and ask which policy addresses each exposure. 19 3
- Obtain the legal producer, current California authority and issuing insurer; neither agency marketing nor a model assessment establishes eligibility. 10 1
- Agree on model-assessment deliverables and incident notice routes, including who handles an event involving both operating activities and AI output. 2 11
Armilla vs Harper Services Compared
What each provider documents about the services you may need
| Criteria | Armilla | Harper |
|---|---|---|
| Business role | Armilla offers AI insurance, performance warranties and model assessments, but the insurer—not the brand—takes on policy risk. Armilla describes its insurance operation as an MGA and Armilla Insurance Services as a Lloyd’s coverholder. 3,1,6Company-reported. Company descriptions of the Armilla brand and insurance operation; delegated authority and producer licensing have not been independently verified. The reviewed corporate record identifies Armilla Insurance Services Inc. but does not establish California insurance authority; verify the licensed producer on your quote. Florida’s registry lists the company as a Delaware corporation. 8Verified. Exact entity spelling in corporate filing F24000002598, inspected on September 16, 2026. No California producer lookup was completed. | Harper is a commercial insurance brokerage: it helps businesses find insurance from other companies and arrange the purchase. You can request a quote online or speak with a specialist, who gathers information, approaches insurers and explains the options. 11,18Company-reported. Current buyer-facing brokerage description. This does not establish insurer status, universal market access or an independently tested purchasing outcome. Harper Global Enterprises Inc., doing business as Harper Global Insurance Agency, is the licensed agency. In a 9 December 2025 federal filing, that company identified Harper Group Corp. as its corporate parent. Harper still does not publish terms saying which company contracts with you or how you are charged. 9,12,11Verified. Parent relationship from the federal docket entry. The DBA is company-disclosed. No terms of service were found naming the contracting party. Other brokers can ask Harper about wholesale and non-admitted-market access, but its page does not identify the delegated insurers, products, states or limits; this does not make Harper the insurer. 23Company-reported. Selective authority expressly claimed by company, not inferred from AI. No delegation contract or named binding program obtained. Non-admitted means the insurer is not licensed as an admitted insurer in the state of placement. |
| Application process | Expect an AI risk assessment before Armilla proposes insurance or a warranty; its site directs buyers to contact the team, and coverage requires written confirmation and completed underwriting. 2,1Company-reported. Published process, not a submitted application, quote, binding test or promised turnaround. | You can request a quote by providing business, revenue, state, operations and coverage details; the form starts an inquiry and does not show a premium or issued policy. 10Company-reported. Browser inspection of the blank homepage footer form. No data entered or submitted, so later application, quote, payment and binding screens were not tested. Harper says its internal Hub software helps staff complete forms, identify markets and manage client communication; the launch announcement describes greater automation as a future direction. 15Company-reported. Founder-authored description hosted by the accelerator; not independent verification of automation quality or a buyer-facing software subscription. Harper says AI extracts document details, drafts messages and organizes follow-up, while licensed staff and carriers review eligibility and binding decisions; automated marketing does not mean a machine approves coverage alone. 12Company-reported. Privacy sections 3 and 8; stated controls only. No audit of model accuracy, staff review or underwriting delegation. Before uploading sensitive records, understand how Harper uses them: its privacy policy says applications and loss data help train Harper’s models, while enterprise AI vendors say they do not train foundation models on customer data. 12Company-reported. Sections 2, 7 and 8. Company-reported data handling, not an independent privacy or security certification. Do not rely on a text message to start or change coverage: Harper’s terms require written confirmation from Harper and the insurer, and text quotes remain subject to underwriting. 11Company-reported. Section 11, effective August 24, 2026. Does not establish a particular insurer’s required payment or signing sequence. Harper advertises a 24–48-hour placement time, but it is a company estimate rather than a deadline; ask what approvals and documents remain before relying on a start date. 22Company-reported. February 26, 2026 marketing claim, not independently measured. Current homepage refers to same-week answers, a different milestone; neither is a binding service-level guarantee. |
| Servicing and renewals | Armilla says buyers begin with an AI risk assessment before it customizes an insurance or warranty proposal. Confirm the assessment deliverables, monitoring and retesting terms in the proposal. 2Company-reported. Initial assessment described on the AI insurance page; reviewed evidence does not establish specific assessment deliverables, monitoring or retesting terms. Price monitoring and retesting separately unless the proposal includes them: reviewed pages do not explain insurance renewal or whether ongoing model monitoring is included in premium. 5,2Not publicly disclosed. Limited to public product and assessment pages reviewed September 16, 2026. | Harper says it can classify payroll by employees’ duties and prepare premium-audit information for workers’ compensation; audits can change the premium, and this is not a guarantee that cost stays fixed. 19,27Company-reported. Public payroll and audit service description; not independently tested, and state employee thresholds are deliberately not generalized. If another agent refers you, confirm who will be your ongoing contact: Harper says it owns the account and handles placement, service, renewals and claims, while the referring agent has no service duties. 24,23Company-reported. Distinct advertised programs; not assumed contradictory or contractually identical. Account ownership is the program’s language, not a finding that a buyer cannot change brokers. Harper’s portal advertises policy, certificate, payment and application-status access; customers need an invitation and should ask support about features available after sign-in. 25Company-reported. Public entry page viewed and captured without authenticating, requesting an invitation or supplying contact information. Harper describes policy reviews and renewal reminders, but not a guaranteed renewal price or a commitment to shop every policy; agree on the renewal plan with your team. 26,11Company-reported. Company service statements; no customer service agreement or renewal proposal inspected. |
| Claims assistance | Before a claim, ask who receives notice and manages it: Armilla describes claims reported during the policy period and offers incident coordination, but reviewed pages do not name a claims administrator or provide a complete reporting process. 2,1Company-reported. Public claims framework and incident assistance only; no policy notice provisions or performance evidence reviewed. | Harper says brokers help with claims documents and carrier communication, but the insurer decides covered losses and payment; advocacy does not guarantee a claim is paid. 26,27Company-reported. Company support description plus CDI glossary insurer definition. No claims file, administrator agreement or independent claims-quality evidence reviewed. Get the policy-specific notice address and after-hours instructions before coverage starts: reviewed sources do not establish a dedicated claims procedure, and Harper says texts are not for urgent matters. 26,25,11Not found in reviewed sources. Scoped public-source unknown, not a finding that claims support is unavailable. No assumption that a text to an agent constitutes timely policy notice. |
Sources for Armilla vs Harper
Armilla Official Website
- Armilla: AI Insurance. Armilla; Affirmative Insurance Built for AI Risk; Risk Teams; footer surplus-lines and Lloyd’s disclosures. Accessed 2026-09-16.
- AI Insurance – Lloyd’s Coverholder | Armilla AI. Armilla; Armilla Insured; Armilla Guaranteed; FAQ: getting started, warranty classification, claims framework and exclusions. Accessed 2026-09-16.
- Armilla AI Insurance Brief. Armilla; Introduction identifying the MGA; Tailored Protection for AI Pioneers: standalone AI liability and Sample Coverage Areas; Industry Protection; footer on surplus-lines placement and Lloyd’s underwriting. Accessed 2026-09-16.
- AI Performance Warranty Brief. Armilla; Opening partner disclosure; AI Performance, Guaranteed; Real-World Protection Examples. Accessed 2026-09-16.
- Armilla Assessments: AI Verification & Red-Teaming. Armilla; Active AI Risk Assessment; FAQ: testing process, ongoing support and starting an assessment. Accessed 2026-09-16.
- Armilla for Brokers: Specialized AI Coverage. Armilla; Coverage Options; Competitive Commissions; Flexible, Tech-Enabled Underwriting; broker appointment FAQ. Accessed 2026-09-16.
- Armilla Terms of Service. Armilla; Last updated April 5th, 2023; sections 1 Agreement to Terms and 4 Fees and Payment. Accessed 2026-09-16.
- Detail by Entity Name: ARMILLA INSURANCE SERVICES INC. Florida Department of State, Division of Corporations; Entity name; Filing Information; document F24000002598. Accessed 2026-09-16.
Harper Official Website
- Davis v. Harper Global Enterprises Inc. CourtListener; N.D. Ga. 1:25-cv-05899, docket entry 9 December 2025: Certificate of Interested Persons and Corporate Disclosure Statement by Harper Global Enterprises Inc. identifying Corporate Parent Harper Group Corp. Accessed 2026-09-29.
- Harper Homepage. Harper; Opening insurer-shopping process; What we cover: Commercial property, Commercial auto, Cyber, Garage liability and General liability insurance; Industries We Serve, including Construction & Contractors, Manufacturing and Auto Repair & Service; insurer-logo panel; quote-request form, including property and work-vehicle options; Get covered invitation; legal footer. Accessed 2026-09-16.
- Text Messaging Terms and Conditions. Harper Global Enterprises Inc.; Effective August 24, 2026; sections 1–3 (entity, consent and service messages), 5 (message costs), 9 (delivery) and 11 (coverage confirmation). Accessed 2026-09-15.
- Privacy Policy. Harper Group Corp.; Introduction; sections 2–3 on information collection and decision review; sections 7–8 on AI vendors, internal model training and human oversight. Accessed 2026-09-15.
- Georgia Agency License Inquiry: Harper Global Enterprises Inc. Georgia Office of Commissioner of Insurance and Safety Fire, via Sircon; Georgia agency license 237101 record for HARPER GLOBAL ENTERPRISES INC., NPN 21740058: license and qualification tables. Accessed 2026-09-15.
- California License Number Search. California Department of Insurance; License-number search for 6017784. Accessed 2026-09-15.
- Harper Company Profile and Founder Launch Post. Y Combinator / Harper founders; Company description and founder launch: complex commercial risks; internal Harper Hub form completion, carrier matching and communications; autonomy described as a goal. Accessed 2026-09-15.
- What We Cover. Harper; Coverage directory: Liquor Liability, Medical Malpractice, Product Liability, Professional Liability, Umbrella, Workers Compensation; intake What do you need covered?: Property and liability bundled together, Claims about my work or advice (professional liability), Tools and equipment that leave the shop (inland marine), Umbrella; broker footer. Accessed 2026-09-16.
- Industries We Serve. Harper; Industry directory and introductory customer focus: construction, care providers and auto dealers among the listed businesses. Accessed 2026-09-15.
- General Liability Insurance. Harper; Product introduction, certificate-request instructions, specialist-led placement steps and cost FAQ. Accessed 2026-09-15.
- Workers Compensation Insurance. Harper; Workers Compensation Insurance product hero; What is Workers Compensation insurance?; Why Harper / insurer options; payroll classification discussion; FAQs about audits and pricing. Accessed 2026-09-16.
- Security Guards Insurance. Harper; Description of guard businesses, coverage categories, use-of-force risks and service features. Accessed 2026-09-15.
- Surety Bonds. Harper; Surety Bonds: license and permit bonds; contract bid, performance and payment bonds; repayment obligations and timing FAQ. Accessed 2026-09-16.
- We're Announcing $47M to Build the Insurance Company Every Business Deserves. Harper / Dakotah Rice; February 26, 2026 article: brokerage identity; AI-assisted submissions and follow-ups; 24–48-hour coverage statement; more than 165 underwriters; plans for additional direct appointments. Accessed 2026-09-15.
- Insurance Brokers: Wholesale Program. Harper; Specialty and non-admitted markets, selective binding authority FAQ, white-label options and commission FAQ. Accessed 2026-09-15.
- Harper Partners. Harper; Referral terms and FAQs covering commission split, timing, account ownership and service duties; Partner FAQ: What commercial lines can I send? (including management liability; Harper handles quoting, binding, servicing and renewals); illustrative example; footer qualification for unlicensed referral sources. Accessed 2026-09-16.
- Customer Portal Entry. Harper; Public entry page: listed functions, invitation-based sign-in instructions and service-team contact. Accessed 2026-09-15.
- Why 2000+ Companies Trust Harper For Business Insurance. Harper Insurance Team; Article dated January 21, 2025: carrier ratings, pricing transparency, claims support and ongoing management. Accessed 2026-09-15.
- Commercial Insurance Guide. California Department of Insurance; Form 700, revised June 14, 2024; purchasing through a broker-agent, commercial claims, surplus lines, and glossary definition of insurer. Accessed 2026-09-15.
