Aveva vs Armilla AI

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

Aveva leads in AI visibility (60 vs 37)
Aveva logo

Aveva

ChallengerManufacturing

Industrial Software

$1.55B TTM revenue Nov 2025; 16% ARR increase June 2024; 77% recurring revenue; 20K+ enterprises in 100+ countries; IDC Leader MES 2024-2025; $9.7B GBP market cap; industrial software leader

AI VisibilityBeta
Overall Score
B60
Category Rank
#1 of 1
AI Consensus
43%
Trend
stable
Per Platform
ChatGPT
69
Perplexity
56
Gemini
70

About

AVEVA is an industrial software company founded in 1967 at the Cambridge University Computer Laboratory and headquartered in Cambridge, United Kingdom, that provides engineering design, operations management, and industrial information management software for asset-intensive industries. The company was built around the belief that the engineering and operational complexity of industries like oil and gas, power, chemicals, and mining requires purpose-built software — not adapted enterprise platforms. AVEVA's mission is to help industrial organizations improve engineering performance, operational efficiency, and sustainability through connected industrial intelligence. Schneider Electric completed its full acquisition of AVEVA in January 2023.\n\nAVEVA's platform spans the industrial lifecycle: AVEVA E3D for 3D engineering design, AVEVA MES for manufacturing execution, AVEVA PI System for operations data management, AVEVA Unified Operations Center for real-time operational visibility, and AVEVA Predictive Analytics for asset performance management. The PI System, acquired through its 2018 merger with OSIsoft, is the de facto standard for industrial time-series data infrastructure in process industries. AVEVA's software is deployed by over 20,000 enterprises across more than 100 countries, serving sectors including energy, chemicals, food and beverage, mining, and water utilities.\n\nAVEVA reported trailing twelve-month revenue of approximately $1.55 billion as of November 2025, with annual recurring revenue growing 16% year over year and 77% of revenue coming from recurring software subscriptions — a significant shift from its heritage as a perpetual license vendor. IDC named AVEVA a Leader in its 2024-2025 Manufacturing Execution Systems MarketScape. Its Schneider Electric ownership provides strategic capital, energy management integration opportunities, and a global sales infrastructure that amplifies AVEVA's reach into industrial customers undergoing digital transformation.

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

60
Overall Score
37
#1
Category Rank
#211
43
AI Consensus
57
stable
Trend
up
69
ChatGPT
42
56
Perplexity
44
70
Gemini
36
51
Claude
45
51
Grok
28

Capabilities & Ecosystem

Capabilities

Only Aveva
Industrial Software

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