Armilla vs
At-Bay: How Do They Compare for Business Insurance?
Businesses seeking technology E&O and cyber coverage for service-credit claims can assess At-Bay; Armilla’s separate AI liability and metric-based warranties address model claims and missed performance benchmarks.
An Overview of Armilla and At-Bay
If an enterprise contract promises credits when an AI tool misses a benchmark, compare At-Bay’s treatment of credits issued to settle a claim with Armilla’s performance warranty and its agreed metrics and remedies. 10 4 Choose At-Bay if the exposure is technology service-credit claims; choose Armilla if your customer contract promises a remedy for a defined model-performance failure.
What Stands Out About Armilla and At-Bay?
Armilla at a Glance
- AI developers can insure liability tied to model or agent failures. 3Direct 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. 2Initial assessment described on the AI insurance page; reviewed evidence does not establish specific assessment deliverables, monitoring or retesting terms.
At-Bay at a Glance
- Combine technology E&O and cyber protection in one policy. 10Product highlights, not an issued policy or universal contract coverage.
- Eligible policyholders get monitoring, training and cyber-advisor access; managed detection and response costs extra. 15Current service descriptions and footnotes; no claims of effectiveness or independent testing.
Armilla vs At-Bay Coverage Lines Compared
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 At-Bay 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 Reliability Scores
At-Bay Reliability Scores
Armilla and At-Bay 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
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 reviewsAt-Bay Review Score
2 rated sources
At-Bay’s public review evidence is thin: one old G2 review and a BBB complaint record. It is not enough to judge day-to-day service or claims handling.
Read At-Bay reviewsKey Differences Between Armilla and At-Bay
A Claim Settlement Is Not an Automatic Performance Refund
At-Bay combines professional liability and cyber coverage, with examples including coding errors, failed implementations and contractual indemnity. Its service-credit wording should be examined in the context of a claim and its settlement. Armilla’s warranty is explicitly distinct from insurance and has its own performance conditions. Ask whether a credit owed automatically under your customer contract satisfies either mechanism; do not infer coverage merely because both descriptions mention a financial remedy. 10 2 4
Armilla also markets AI liability insurance. That creates a possible policy comparison with At-Bay’s technology E&O, separate from the warranty comparison. Submit the same customer contract and failure scenario for both policy reviews, keeping any warranty proposal in its own column. 3 10
Current Appetite Matters for Autonomous Products
At-Bay’s accessible legacy appetite document lists autonomous AI among restricted classes, but it is a historical document with lower ceilings than the current product page. It is not reliable proof that your current application will be rejected. Ask underwriting for the applicable version and a written response to the actual autonomous functions. Armilla’s AI focus likewise does not guarantee acceptance of every model or use case. 20 10 2
The At-Bay product page and broker platform also publish different appetite ceilings. A company outside the portal’s limits should clarify the underwriting route rather than equating a platform limit with the full product appetite. Armilla describes assessment and tailoring instead of an instant binding route. 14 10 2
Budget Separately for the Technical Services
At-Bay Stance ties access to an Embedded Security Fee and Endorsement; optional managed detection and response is a separate security purchase. 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. A finance team should identify the deliverables and charges for each rather than comparing an insurance premium with an assessment-inclusive total. These services address different technical work. 15 2 7
What Should You Confirm in Armilla and At-Bay Quotes?
- Supply the actual service-credit clause and ask about claim, consent, settlement and warranty-remediation conditions. 10 4
- Obtain current autonomous-AI appetite and the California issuer; At-Bay’s 2023 own-paper announcement does not identify every current quote. 20 19 1
- Itemize premium, embedded security fee, optional MDR, producer charges and assessment or warranty costs. 15 18 7
Armilla vs At-Bay Services Compared
What each provider documents about the services you may need
21 documents, numbered as cited. Open the sources
Sources for Armilla vs At-Bay
Comparisons Related to Armilla vs At-Bay
Armilla focuses on AI risk assessment, insurance and performance warranties; AIG’s public materials describe a broader insurer group and broker-facing tools.
At-Bay publishes cyber, technology E&O and professional-liability routes with security services; AIG lists broader commercial products and broker tools.
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.
