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

Companies buying cyber and technology E&O with separate security services can consider Resilience; AI businesses needing model liability or a performance warranty can assess Armilla.

An Overview of Armilla and Resilience

An AI vendor should map an output-related liability claim, a security incident and a missed model benchmark separately: Armilla offers AI liability and a warranty, while Resilience provides cyber, technology E&O and separately scoped security services. 2 4 12 11 Choose Resilience if you need cyber and technology E&O with security services; choose Armilla if model liability or a performance commitment is the specific gap.

What Stands Out About Armilla and Resilience?

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.

Resilience at a Glance

  • Technology companies can seek E&O coverage for software, hardware and technology services. 12Company-reportedTechnology-specific professional liability; not general professional E&O or a guarantee of offered limits.
  • Resilience helps prioritize financial cyber risks and track exposure across entities. 16,17Company-reportedCurrent named cybersecurity products; outcomes not independently established.

Armilla vs Resilience Coverage Lines Compared

CoverageArmillaResilience
Cyber liabilityNot listedListed 11Resilience markets cyber insurance on a primary or excess basis.
Generative AI liabilityListed 3Armilla markets standalone AI liability insurance as a managing general agent.Not listed
Technology errors and omissions (E&O)Not listedListed 12Resilience markets technology errors and omissions insurance for US businesses with $25 million to $10 billion in revenue.

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.

Armilla and Resilience Reliability Scores

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

Armilla and Resilience 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

–/ 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

Resilience Review Score

9.0/ 10

Review Score

1 rated source

There's almost nothing public to go on. G2 shows 4.5 out of 5 for Resilience, but from a single review.

Read Resilience reviews

Key Differences Between Armilla and Resilience

A Performance Warranty Changes the Comparison

If you promise an AI system will meet a performance target, Armilla Guaranteed is a contractual warranty rather than insurance; Armilla says it funds remedies for missed metrics and may refund the buyer if remediation fails. Its FAQ lists misuse, unauthorized changes and external events as typical exclusions. 2,4Company-reportedWarranty description, distinct from affirmative AI liability insurance; no executed warranty or issuer agreement inspected.

For a vendor negotiating an accuracy commitment, ask who receives a remedy, how the benchmark is measured and what happens if the model fails to improve. That contractual analysis is distinct from whether an insurer defends a third-party claim. Armilla's descriptions of hallucinations, harmful outputs and agent-related liability belong to its insurance offering; they do not make the warranty an insurance policy. 3 4

Resilience markets technology E&O for technology services, software and AI businesses. Its public product description does not establish that a negotiated performance guarantee is insured. Send the proposed guarantee to the underwriter instead of relying on the technology category alone. 12

Model Testing and Security Investment Answer Different Questions

Armilla says buyers begin with an AI risk assessment before it customizes an insurance or warranty proposal; specific assessment deliverables, monitoring and retesting terms need confirmation. Resilience's Edge offering addresses financial prioritization of cybersecurity spending. A vendor concerned about unreliable outputs may need different evidence from a finance team choosing security controls. Neither service description establishes the other's deliverables or that every service is included in premium. 2 16

Resilience explicitly separates buying insurance from buying security services. Armilla's standard renewal and monitoring inclusions remain undisclosed in the reviewed material; obtain the actual service scope alongside the proposed policy or warranty. 10

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 disclosedLimited to public product and assessment pages reviewed September 16, 2026.

Armilla describes an MGA and Lloyd's coverholder role with surplus-lines distribution, rather than being the risk-bearing insurer. Named backing partners do not identify the exact syndicate or establish direct warranty rights for the buyer. Resilience names Homeland insurer alternatives for US placements, but the applicable California form and route still need confirmation. 3 4 10

What Should You Confirm in Armilla and Resilience Quotes?

Use three concrete scenarios: an incorrect model output causes customer loss; a cyber incident interrupts the service; and the model misses an agreed benchmark without a third-party claim. Ask which document responds to each, who pays, what exclusions apply and what assessment or notice conditions must be met. Confirm California placement authority and exact insurance issuers separately from the warranty counterparty. 2 4 11 12

Armilla vs Resilience Services Compared

What each provider documents about the services you may need

CriteriaArmillaResilience
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.

Resilience combines cyber and technology E&O insurance with cybersecurity risk-management services for businesses. 9,11,12Company-reportedBrand-level offering; not a statement that the brand is the risk-bearing insurer.

Confirm who will place the policy in California: Resilience names Ocrea Risk Services, LLC dba Resilience Cyber Insurance Solutions and NPN 19169260 as US distributor, but this disclosure is not independent license verification. 10Company-reportedUS distribution entity; regulator license lookup not completed.

Coverage lines

If an AI error causes a covered third-party loss, Armilla’s standalone liability brief lists possible areas such as model errors, hallucinations, harmful outputs, agent mistakes, non-breach data leakage, property damage and regulatory proceedings. These are advertised scopes, not confirmation a particular loss or fine is insured. 3Company-reportedDirect product brief; no policy wording reviewed. Sample areas are not separately marketed general liability, cyber, media or property policies.

If you promise an AI system will meet a performance target, Armilla Guaranteed is a contractual warranty rather than insurance; Armilla says it funds remedies for missed metrics and may refund the buyer if remediation fails. Its FAQ lists misuse, unauthorized changes and external events as typical exclusions. 2,4Company-reportedWarranty description, distinct from affirmative AI liability insurance; no executed warranty or issuer agreement inspected.

Businesses can ask Resilience about primary or excess cyber limits up to $20 million, including privacy and eCrime; confirm the eCrime sublimit (advertised up to $500,000) and conditions in the quote. 11Company-reportedMarketing description, not reviewed policy wording. eCrime is a component, not evidence of standalone crime insurance.

Software, hardware and technology-services businesses can consider Resilience Tech E&O, which advertises $10 million limits on US primary and excess placements. 12Company-reportedTechnology-specific professional liability; not general professional E&O or a guarantee of offered limits.

Access to insurers

Ask for the insurer and syndicate named on your quote: Armilla names certain Lloyd’s underwriters and lists Chaucer, Axis Capital and Convex as backing partners, but does not identify the contracting insurer for each quote. 1,3Company-reportedAI liability only. Partner names do not establish that each participates in every placement; no ratings independently verified.

Before relying on a performance warranty, identify who owes the remedy and whether you have rights against a backing insurer; the brief lists Chaucer Group, Greenlight Re and Swiss Re but does not name the legal warranty issuer or California contract. 4Company-reportedWarranty partner disclosure only; no inference that backing partners directly insure the enterprise buyer.

Ask which insurer will issue your California policy: Resilience names Homeland Insurance Company of New York or Delaware but not which one applies to a specific quote. 10Company-reportedCompany-reported US insurer disclosure; no binder or California policy form reviewed.

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.

Brokers can access Resilience through its broker page and businesses can submit an inquiry; no end-to-end self-serve purchase or binding-time guarantee was documented. 13,15Company-reportedObserved public broker/contact route; no application submitted or portal accessed.

Sources

18 documents, numbered as cited.

Updated . Spot, a product of Tools for Enlightenment, publishes this research and works in the commercial insurance market. The comparison applies the same criteria to both providers. Editorial policy. To suggest a correction, email The General Average with the page URL and supporting source.

Comparisons Related to Armilla vs Resilience

  • Armilla focuses on AI risk assessment, insurance and performance warranties; AIG’s public materials describe a broader insurer group and broker-facing tools.

  • Compare AIG’s commercial insurance offerings with Resilience’s cyber insurance and separate cybersecurity services.

  • Alliance Risk brokers a broad range of commercial coverage; Armilla treats its performance warranty as a contract separate from its insurance; Armilla says an AI risk assessment precedes a tailored insurance or warranty proposal; its specific deliverables and any monitoring or retesting terms need confirmation.

All Comparisons

Want someone to handle this for you?

Spot, which publishes this research, gets quotes from 50+ providers, picks the options that fit your coverage and budget, and manages renewals after you buy. The first consultation is free. Book a free consultation