Immersed vs Armilla AI

Side-by-side comparison of AI visibility scores, market position, and capabilities

AI visibility is closely matched (35 vs 37)
Immersed logo

Immersed

Emergingproductivity

VR remote work

VR remote work platform enabling virtual multi-monitor workspaces. Most-used AR/VR productivity app with 2,000+ cumulative user-years; building Visor headset.

AI VisibilityBeta
Overall Score
D35
Category Rank
#1 of 1
AI Consensus
56%
Trend
up
Per Platform
ChatGPT
44
Perplexity
43
Gemini
32

About

Immersed was founded with the conviction that the physical limitations of a single monitor should not constrain knowledge workers, and that virtual reality could deliver a superior multi-monitor experience from anywhere in the world. The company built its core platform around spatial computing, enabling users to work inside virtually unlimited screen real estate in a persistent, distraction-free virtual environment. Immersed has consistently ranked as the most-used AR and VR productivity application across major headset platforms.\n\nImmersed's software runs on Meta Quest, Apple Vision Pro, and other leading headsets, providing virtual workspaces that can render multiple large displays simultaneously. The platform supports remote collaboration, allowing distributed teams to work together in shared virtual offices. In parallel with its software business, Immersed developed the Visor headset — a high-resolution mixed reality device designed specifically for professional productivity use cases where display fidelity and ergonomics are paramount.\n\nImmersed has accumulated over 2,000 cumulative user-years of usage on its platform, reflecting deep engagement from a core base of power users who have adopted VR as their primary work environment. The company occupies a unique position at the intersection of spatial computing hardware and productivity software, giving it platform-level leverage as enterprise adoption of mixed reality headsets accelerates. Its hardware-software combination and early-mover advantage in VR-native work tools make it well positioned for the shift toward ambient computing.

Full profile
Armilla AI logo

Armilla AI

EmergingInsurance Tech

General

AI quality assurance with insurance-backed warranties from Swiss Re and Greenlight Re; EU AI Act compliance assessments backed by YC and reinsurance partners for high-risk AI deployments.

AI VisibilityBeta
Overall Score
D37
Category Rank
#211 of 1158
AI Consensus
57%
Trend
up
Per Platform
ChatGPT
42
Perplexity
44
Gemini
36

About

Armilla AI is a third-party AI quality assurance and warranty company that evaluates AI models for organizations deploying AI in regulated or high-stakes contexts — assessing models against EU AI Act and NIST AI Risk Management Framework requirements for risks including bias, hallucination, robustness failures, and adversarial vulnerabilities, then providing performance guarantees backed by insurance coverage from reinsurers Swiss Re, Greenlight Re, and Chaucer. Founded in Toronto, Canada, Armilla raised $6.81 million total including a C$4.5 million seed round in February 2024 from Mistral Venture Partners, MS&AD Ventures, Y Combinator, and its reinsurance partners.\n\nArmilla's model is unique in the AI governance market — rather than just providing compliance reports, Armilla backs its assessments with insurance warranty products. An enterprise deploying a third-party AI model can purchase an Armilla warranty that pays out if the model performs differently than assessed (fails on bias, accuracy, or robustness metrics), transferring AI performance risk to insurance markets that can price and distribute it. This insurance mechanism creates financial accountability for AI quality claims that audit reports alone don't provide.\n\nIn 2025, Armilla competes in the AI governance, risk, and compliance market with Credo AI, Arthur AI, and AI audit firms for enterprise AI risk assessment and compliance tools. The EU AI Act, fully applicable by August 2025 for high-risk AI systems, is driving enterprise compliance urgency — companies deploying AI in hiring, credit scoring, healthcare, and other regulated contexts need third-party conformity assessments. Armilla's insurance-backed warranty differentiates its offering from pure advisory competitors. The reinsurer backing (Swiss Re, Greenlight Re, Chaucer) provides both capital credibility and distribution through insurance broker channels. The 2025 strategy focuses on growing EU AI Act compliance assessments and expanding the warranty product coverage to more AI deployment use cases.

Full profile

AI Visibility Head-to-Head

35
Overall Score
37
#1
Category Rank
#211
56
AI Consensus
57
up
Trend
up
44
ChatGPT
42
43
Perplexity
44
32
Gemini
36
27
Claude
45
36
Grok
28

Key Details

Category
VR remote work
General
Tier
Emerging
Emerging
Entity Type
brand
brand

Capabilities & Ecosystem

Capabilities

Only Immersed
VR remote work

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