Armilla vs Chubb: How Do They Compare for Business Insurance?

AI developers seeking model liability or performance warranties can consider Armilla; businesses needing a broader technology insurance program can approach Chubb through an agent or broker.

An Overview of Armilla and Chubb

A software company facing customer obligations around model performance can compare Armilla’s focused AI liability and separate warranty with Chubb DigiTech’s technology E&O, media and cyber options. ² ⁴ ¹³ ¹¹ Choose Armilla if a model-performance guarantee or AI-specific liability is needed; choose Chubb if technology E&O, media and cyber should sit in a wider commercial program.

What Stands Out About Armilla and Chubb?

Armilla at a Glance

AI developers can insure liability tied to model or agent failures. ³Company-reportedDirect 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-reportedInitial assessment described on the AI insurance page; reviewed evidence does not establish specific assessment deliverables, monitoring or retesting terms.

Chubb at a Glance

Eligible technology companies can combine technology E&O, media and cyber through DigiTech ERM. ^18,^17,¹²Company-reportedU.S. cyber product pages accessed 16 September 2026. Product names are not equivalent coverage across every insured.
Agents can quote eligible small-business accounts online; cyber has a faster application route. ^17,^18,^38,^39,²⁰Company-reportedU.S. agent platforms and buyer contact paths as of 16 September 2026. Quote speed and bindability are not guaranteed for any applicant.

Armilla vs Chubb Coverage Lines Compared

Coverage	Armilla	Chubb
Builders risk	Not listed	Listed ^30,²⁹Chubb offers builders risk insurance.
Business owner’s policy	Not listed	Listed ^15,¹²Chubb offers business owner’s policies for eligible small businesses with up to $30 million in revenue.
Cargo and transit	Not listed	Listed ³²Chubb offers cargo insurance.
Commercial auto	Not listed	Listed ^25,¹⁵Chubb offers commercial auto insurance.
Commercial property	Not listed	Listed ^23,¹²Chubb offers commercial property insurance.
Crime	Not listed	Listed ^19,¹³Chubb offers crime coverage within its ForeFront portfolio for private, nonprofit and health care organizations.
Cyber liability	Not listed	Listed ^18,¹⁷Chubb offers cyber insurance.
Directors and officers	Not listed	Listed ^21,¹⁹Chubb offers directors and officers liability insurance for smaller privately held companies through ForeFront.
Employment practices liability	Not listed	Listed ^19,²²Chubb offers employment practices liability insurance.
Equipment breakdown	Not listed	Listed ^31,¹³Chubb offers equipment breakdown insurance.
Fiduciary liability	Not listed	Listed ^19,²²Chubb offers fiduciary liability insurance.
General liability	Not listed	Listed ^15,^12,²⁸Chubb offers general liability insurance within its commercial package products.
Generative AI liability	Listed ³Armilla markets standalone AI liability insurance as a managing general agent.	Not listed
Kidnap and ransom	Not listed	Listed ^19,²²Chubb offers kidnap and ransom insurance.
Management liability	Not listed	Listed ^19,²²Chubb offers management liability insurance.
Media liability	Not listed	Listed ¹⁸Chubb offers media liability insurance through DigiTech ERM for technology companies.
Product recall	Not listed	Listed ^34,³⁶Chubb offers product recall insurance for businesses handling finished consumer goods.
Professional errors and omissions (E&O)	Not listed	Listed ^18,¹³Chubb offers professional errors and omissions insurance through Pro ERM for non-licensed professional-service firms.
Representations and warranties	Not listed	Listed ³⁵Chubb offers representations and warranties insurance within its offering for large US- and Canadian-based multinational companies.
Surety bonds	Not listed	Listed ³³Chubb offers surety bonds.
Technology errors and omissions (E&O)	Not listed	Listed ^18,¹²Chubb offers technology errors and omissions insurance through DigiTech ERM for technology companies.
Tools, equipment and inland marine	Not listed	Listed ^29,³⁶Chubb offers inland marine insurance.
Umbrella and excess liability	Not listed	Listed ^24,¹⁵Chubb offers umbrella and excess liability insurance.
Workers’ compensation	Not listed	Listed ^16,¹²Chubb offers workers’ compensation insurance for small businesses, from one employee up to $30 million in revenue, including technology companies.

A listing may be arranged through an insurer or partner. “Not listed” means we have no separate offering page for it; ask the provider whether it can quote the coverage and request the policy terms.

Armilla and Chubb Reliability Scores

Each score uses the criteria for that provider’s role. Providers with more than one role may have a score for each.

Armilla Reliability Scores

Managing general agent

Carrier & MGA

5.2/ 10

Reliability Score details

Chubb Reliability Scores

Carrier

Carrier & MGA

No Reliability Score

Reliability Score details

Armilla and Chubb 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 its sources, what it covers and how the score is calculated.

Armilla Review Score

-/ 10

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 reviews

Chubb Review Score

6.9/ 10

Review Score

5 rated sources

Chubb earns 5/5 from NerdWallet, which reports fewer-than-expected commercial property and liability complaints. Customer ratings are mixed across products and locations.

Read Chubb reviews

Key Differences Between Armilla and Chubb

The Organizations Occupy Different Insurance Roles

Chubb is an insurance group whose subsidiaries bear risk; the holding company name does not identify the issuer of every policy. Armilla describes itself as an MGA and coverholder supported by insurance capacity. Comparing their brands without naming the legal insurer can therefore obscure who actually owes the policy obligation. A warranty requires another check: identify its contractual obligor and enforcement terms separately. ⁴⁷ ⁴⁸ ³ ⁴

Chubb distributes commercial insurance through appointed agents and brokers, with product-specific access routes. Armilla describes an assessment-led inquiry and broker access. The founder should establish who is preparing and negotiating each submission rather than assuming either brand’s website is a direct binding storefront for a complex technology account. ³⁷ ³⁸ ² ⁶

A Combined Technology Policy Still Needs an AI Scenario Review

Chubb’s DigiTech combines technology E&O, media and cyber protections. Armilla’s AI brief lists model-specific liability examples, while its warranty concerns agreed performance metrics. Neither a broad package title nor a specialized title establishes the result for a particular failed output. Ask how each quoted policy treats the AI feature, the customer’s alleged financial loss and any contractually promised remedy. ¹³ ¹⁴ ³ ⁴

Chubb’s wider property, casualty and management offerings may matter to the same company. Confirm startup eligibility and pricing for each Chubb line separately rather than assuming catalogue presence means a single available package, and keep a focused Armilla engagement out of that business-policy conversation entirely. ¹¹ ¹⁵ ⁶

Verified California Insurers Are Not a Product Approval

The reviewed public documentation includes regulator evidence for Federal Insurance Company and ACE American Insurance Company as admitted California insurers. That verifies those entities, not availability of DigiTech or a particular startup’s BOP. Chubb also has different issuing entities and surplus-lines operations. Armilla’s California product route remains unresolved in the reviewed materials. Obtain the specific issuer and placement status for both proposals. ⁴⁹ ⁵⁰ ³⁶ ¹

What Should You Confirm in Armilla and Chubb Quotes?

Ask for the policy’s treatment of the actual AI service and the customer’s performance clause, including overlap with any warranty. ¹³ ²
Record the legal issuer, California status, broker and warranty obligor instead of using group or capacity-partner names interchangeably. ⁴⁴ ² ⁴
Establish notice instructions and responsibility for coordinating claims across policies; published reporting channels are not evidence of claims quality. ⁴¹ ²

Armilla vs Chubb Services Compared

What each provider says about the services you may need

Criteria	Armilla	Chubb
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-reportedCompany 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. ⁸VerifiedExact entity spelling in corporate filing F24000002598, inspected on September 16, 2026. No California producer lookup was completed.	Businesses buying Chubb coverage receive a policy from a US underwriting company, not from Chubb Limited, the Swiss holding company. Chubb is the marketing name for the group’s insurance subsidiaries and related services. ^47,^10,³³VerifiedGroup identity from the 2025 Form 10-K Item 1 and U.S. website legal disclosures. The holding company is not the risk-bearing insurer on a given U.S. policy. Most commercial buyers need an independent agent or broker to reach Chubb; surplus-lines products require a licensed surplus-lines producer. Chubb appoints producers and operates agent portals, while Chubb Insurance Solutions Agency, Inc. administers Chubb Access appointments. ^37,^38,^10,⁴⁶Company-reportedU.S. distribution as described on agent-access, contact and terms pages. This does not mean every independent agent is appointed for every product.
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-reportedPublished process, not a submitted application, quote, binding test or promised turnaround.	Eligible small businesses can get agent-assisted quotes through Chubb Marketplace, with Cyber Central offering an express cyber route; the described online path is for appointed agents and brokers, not a general-public bind for middle-market technology programs. Cyber risks under $100 million revenue may qualify; referred risks go to underwriters. ^17,^18,^38,^39,²⁰Company-reportedU.S. agent platforms and buyer contact paths as of 16 September 2026. Quote speed and bindability are not guaranteed for any applicant.
Availability	Confirm California eligibility before building this product into a customer commitment: Armilla says its insurance uses surplus-lines insurers and licensed brokers, but reviewed disclosures do not establish a route for a particular applicant. ^1,³Company-reportedUS-oriented state availability disclosure; no California license, broker appointment or product eligibility independently verified.	A Chubb group company may be licensed in your state, but that does not establish your product is available: Chubb says products vary by jurisdiction and its license materials describe Federal and ACE American as admitted P&C insurers in all 50 states. ^10,^33,⁴⁴Company-reportedU.S. commercial products as described in Terms of Use, surety footer and Chubb company license PDF. Do not treat 50-state insurer licensing as proof that DigiTech, BOP or any other product is offered in a given state. California eligibility for Chubb technology, DigiTech ERM and small-business BOP is not established by the admitted status of Federal Insurance Company and ACE American Insurance Company; reviewed product pages publish no California eligibility list. Any surplus-lines route needs a licensed producer. ^49,^50,^51,^10,⁴³VerifiedCalifornia admitted-insurer status verified on CDI company profiles accessed 16 September 2026. Product-level California availability remains unconfirmed from public Chubb pages.
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-reportedPublic claims framework and incident assistance only; no policy notice provisions or performance evidence reviewed.	You can report claims around the clock through Chubb’s claim line, cyber hotline and product-specific email; eligible small-commercial policyholders can also upload documents in the portal. Published satisfaction figures are company surveys, not a guarantee about your claim. ^40,^41,^42,^17,³⁸Company-reportedU.S. claims contact and portal descriptions. Portal access may be limited for policies underwritten by certain Chubb companies. No independent claims-outcome review was performed.

Sources for Armilla vs Chubb

Armilla Official Website

1
Armilla: AI Insurance. 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. Armilla; Armilla Insured; Armilla Guaranteed; FAQ: getting started, warranty classification, claims framework and exclusions. Accessed 2026-09-16.
3
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.
4
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. 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. Armilla; Coverage Options; Competitive Commissions; Flexible, Tech-Enabled Underwriting; broker appointment FAQ. Accessed 2026-09-16.
7
Armilla 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. Florida Department of State, Division of Corporations; Entity name; Filing Information; document F24000002598. Accessed 2026-09-16.

Chubb Official Website

9
Insurance For Individuals & Businesses. Chubb; Businesses; Get a quote; claims statistics; insurance products and client services. Accessed 2026-09-16.
10
Terms Of Use. Chubb; Acceptance of Terms identifying Chubb Group Holdings Inc.; surplus-lines producer restriction; products not available to all users or jurisdictions; Chubb Limited safe-harbor language; Internet Portals for Chubb Business. Accessed 2026-09-16.
11
Commercial Insurance. Chubb; Industry practices; small businesses, middle market, large and multinational segments; claims paid and satisfaction figures. Accessed 2026-09-16.
12
Insurance For Technology Companies. Chubb; Industry overview; Who we serve; Products and services: commercial package insurance (BOP, Benchmarq, Customarq), E&O/Cyber, Financial Lines, workers’ compensation, auto and umbrella; dedicated underwriting, claims and risk engineering. Accessed 2026-09-16.
13
Insurance For Software Product & System Developers. Chubb; Property & casualty and financial-lines coverage solutions lists for software and systems developers. Accessed 2026-09-16.
14
Technology Services And Consulting Insurance Solutions. Chubb; Property & casualty and financial-lines coverage solutions lists. Accessed 2026-09-16.
15
Business Owner’s Policy (BOP) Insurance. Chubb; Chubb BOP Insurance Eligibility: up to $30M revenue and 500+ classes including technology; Chubb BOP Coverage Highlights: property and liability package; Total Account Solution: umbrella, workers’ compensation, commercial auto, ForeFront and Cyber ERM/DigiTech ERM. Accessed 2026-09-16.
16
Workers' Compensation Insurance For Small Business. Chubb; Small-business workers’ compensation for one employee through $30M revenue; claims-service descriptions; supporting products. Accessed 2026-09-16.
17
Cyber Insurance For Businesses. Chubb; Agent quoting via Chubb Marketplace and Cyber Central; policyholder incident-response hotline and Cyber Alert app. Accessed 2026-09-16.
18
Cyber Insurance Coverage & Products. Chubb; Cyber insurance product catalog: Cyber ERM, DigiTech ERM (technology E&O, media and cyber) and Pro ERM (non-licensed professional services); Marketplace quoting for eligible risks under $100 million revenue; first- and third-party coverage summaries. Accessed 2026-09-16.
19
The ForeFront Portfolio. Chubb; ForeFront Portfolio introduction; available coverages for private, not-for-profit and healthcare organizations: D&O, EPL, fiduciary, employed lawyers, crime, kidnap/ransom and workplace violence expense. Accessed 2026-09-16.
20
ForeFront Portfolio 3.0 For Private Companies. Chubb; Coverage highlights for private companies; contact-an-agent quote prompt; New Jersey application note. Accessed 2026-09-16.
21
ForeFront Portfolio 3.0: Directors & Officers And Entity Liability Insurance. Chubb; Opening description: D&O and Entity Liability for smaller privately held companies; listed coverage features. Accessed 2026-09-16.
22
Management Liability Insurance. Chubb; Public, private/not-for-profit and financial-institution management liability products; fiduciary, crime, kidnap/ransom, workplace violence and employment practices. Accessed 2026-09-16.
23
Commercial Property Insurance. Chubb; Monoline, multi-line and large/complex property offerings; technology listed among served industries; Risk Consulting. Accessed 2026-09-16.
24
Umbrella & Excess Casualty Insurance. Chubb; Umbrella and excess for smaller through multinational accounts; Express Umbrella portal for appointed brokers. Accessed 2026-09-16.
25
Commercial Auto Insurance. Chubb; Commercial auto product; technology among served industries. Accessed 2026-09-16.
26
Customarq Package Insurance Policy. Chubb; Midsize package combining property and liability; supporting excess, cyber, cargo, workers’ compensation and commercial auto. Accessed 2026-09-16.
27
Lower Midmarket Insurance Solutions. Chubb; Agent-facing lower-midmarket suite including Benchmarq package, financial lines, cyber on Marketplace, surety; technology among appetite SIC codes; quoting through issuance, servicing and renewals. Accessed 2026-09-16.
28
Environmental Insurance Coverage & Services. Chubb; Premises and contractor pollution, TankSafe, GL Plus combining CGL with products and premises pollution and supported umbrella. Accessed 2026-09-16.
29
Inland Marine Insurance. Chubb; Inland marine policy overview; builders’ risk, contractors equipment and related tools. Accessed 2026-09-16.
30
Builders' Risk Insurance. Chubb; Builders’ risk coverage list and target clients; agent submission requirements. Accessed 2026-09-16.
31
Equipment Breakdown Insurance. Chubb; Monoline and package equipment-breakdown coverage; electronics among target clients. Accessed 2026-09-16.
32
Worldwide Ocean Cargo Insurance. Chubb; Ocean, air and overland cargo coverages; agent submission path. Accessed 2026-09-16.
33
Surety Bonds. Chubb; Construction, commercial, transactional and international surety; footer identifying Chubb as marketing name and ACE American as an issuing company; products may not be available in all states. Accessed 2026-09-16.
34
Chubb Recall Plus For Consumer Goods. Chubb; Recall Plus for Consumer Goods introduction; limits; Client Profile, including electronics among target finished products; Restricted Classes. Accessed 2026-09-16.
35
Multinational Insurance Coverage And Solutions For Large Accounts. Chubb; Core and specialty coverages, including Specialty Coverage: Representations & Warranties, inland marine, professional liability and ESIS; large US and Canadian multinational companies; Worldview servicing platform; work with clients and brokers. Accessed 2026-09-16.
36
Excess And Surplus Insurance (E&S Insurance). Chubb; Westchester E&S portfolio; Westchester Fire admitted description; Westchester Surplus Lines eligible in 49 states; paper including Illinois Union and ACE companies. Accessed 2026-09-16.
37
Get Access To Chubb. Chubb; Direct appointments for independent agents and brokers; competitive commissions; 200+ products. Accessed 2026-09-16.
38
Contact Chubb. Chubb; Agent as first contact; claims numbers including cyber; Small Business policy service and Marketplace technical support; Federal Insurance Company and ACE American claims contacts. Accessed 2026-09-16.
39
Chubb Insurance In The U.S. Chubb; Personal Lines find-an-agent; Small Business quote inquiries directed to chubbsmallbusiness.com; commercial agent callback 1-800-682-4822. Accessed 2026-09-16.
40
Chubb Claims. Chubb; 24/7 claims contact center; client-satisfaction figure for clients with a paid claim; North America claims staffing figure. Accessed 2026-09-16.
41
Report A Claim. Chubb; Phone and email first-notice contacts including small commercial, cyber, financial lines and workers’ compensation. Accessed 2026-09-16.
42
Online & Mobile Claims Tools. Chubb; Small Commercial Business client portal claim reporting and document upload; access may be limited for policies underwritten by certain Chubb companies. Accessed 2026-09-16.
43
About Chubb In The U.S. Chubb; U.S. executive leadership and 44 branch locations. Accessed 2026-09-16.
44
Chubb Company License Information. Chubb; Federal Insurance Company (Indiana NAIC 20281) admitted P&C in all 50 states; ACE American (Pennsylvania NAIC 22667) admitted P&C in all 50 states; Westchester Surplus Lines Insurance Company eligible/approved surplus lines outside Georgia domicile. Accessed 2026-09-16.
45
Chubb Insurance Solutions Agency License Information. Chubb; Statement that Chubb Insurance Solutions Agency is licensed in all 50 states; resident NJ license 2853751; California license 969601. Accessed 2026-09-16.
46
Chubb New York Region Appointment Materials. Chubb; Chubb Access appointments administered by Chubb Insurance Solutions Agency, Inc.; surplus lines sold only through licensed surplus lines producers; products may not be available in all states. Accessed 2026-09-16.
47
Chubb Limited Form 10-K For The Year Ended 31 December 2025. U.S. Securities and Exchange Commission / Chubb Limited; Item 1 Business: Swiss-incorporated holding company headquartered in Zurich; global insurance and reinsurance organization; operations in 54 countries and territories; commercial P&C including D&O and specialty casualty. Accessed 2026-09-16.
48
Chubb Limited Exhibit 21.1 Subsidiaries. U.S. Securities and Exchange Commission / Chubb Limited; ACE American Insurance Company; Federal Insurance Company group companies; Chubb Excess and Surplus Insurance Services Inc. (California); Chubb INA Holdings LLC. Accessed 2026-09-16.
49
California Company Profile: Federal Insurance Company. California Department of Insurance; NAIC 20281; California Company ID 0059-6; date authorized 12/18/1902; license status Unlimited-Normal; company type Property & Casualty; domicile Indiana; NAIC Group 0626 Chubb Ltd Grp. Accessed 2026-09-16.
50
California Company Profile: ACE American Insurance Company. California Department of Insurance; NAIC 22667; California Company ID 1325-0; date authorized 12/20/1945; license status Unlimited-Normal; company type Property & Casualty; domicile Pennsylvania; NAIC Group 0626 Chubb Ltd Grp. Accessed 2026-09-16.
51
California NAIC Group List: Chubb Ltd Grp 0626. California Department of Insurance; Group roster including Federal Insurance Company, ACE American Insurance Company, Chubb National Insurance Company, Westchester Fire Insurance Company and other Chubb-group companies with California IDs. Accessed 2026-09-16.

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