Figures vs Armilla AI
Side-by-side comparison of AI visibility scores, market position, and capabilities
Figures raised €10M+ for crowdsourced real-time comp benchmarking and pay equity analytics for European tech companies across France, Germany, UK, and Spain; founded 2020, Paris.
About
Figures was founded in 2020 in Paris, France and raised over €10M to build a compensation benchmarking and pay equity platform specifically designed for European technology companies. The company recognized that most compensation data in Europe was either US-centric, outdated, or locked in expensive analyst subscriptions, and built a crowdsourced compensation database with real-time data from tech companies across France, Germany, the UK, Spain, and other European markets.\n\nThe platform allows HR leaders and compensation managers to benchmark salaries, equity grants, and total compensation packages against relevant peer companies using role, seniority, location, company stage, and industry filters. Figures also provides pay equity analysis tools that help companies identify and address gender and demographic pay gaps within their organizations, which is increasingly important as European pay transparency regulations come into force across EU member states.\n\nFigures integrates with HRIS systems to automate the data submission process for contributing companies, reducing the friction of participation in its benchmarking network and improving data freshness. The company competes against Radford, CompensationTool, and global platforms like Pave and Assemble in the compensation benchmarking category, with its European tech focus and pay equity capabilities as its primary differentiators.
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.
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.
AI Visibility Head-to-Head
Capabilities & Ecosystem
Capabilities
Also Compare
Track AI Visibility in Real Time
Monitor how your brand performs across ChatGPT, Gemini, Perplexity, Claude, and Grok daily.