What Calvin Risk does

Calvin Risk AG, founded in 2022 as a spin-off from ETH Zurich and headquartered in Kloten, Switzerland, develops the Calvin Platform, a quantitative AI governance and risk management solution for enterprises operating in regulated industries. The platform is organized into four integrated modules: Governance Inventory (model, business use case, and risk inventories), Quality Assessment and Automation (quality metrics, automated model onboarding, severity assessment), Compliance (EU AI Act obligations, Evidence Management System, quality dashboard, risk policies and notifications), and LLM Assessment (LLM performance and robustness, fairness and explainability, safety and accountability). Its underlying technology combines adaptive assessment tools with a real-time monitoring system that quantifies technical, ethical, and regulatory risks of AI portfolios across the lifecycle, and includes a dedicated QLAIM evidence management tool co-developed with TÜV SÜD and Lufthansa Industry Solutions for aviation certification.

The company sells primarily to enterprise risk teams, compliance officers, and C-suite buyers in insurance (Aviva, an unnamed major international insurance group), banking (a leading international bank in Switzerland), transportation and aviation (Lufthansa Industry Solutions, SBB CFF FFS), and adjacent regulated verticals including telecom and retail. Its go-to-market is direct enterprise field sales with quote-based annual subscriptions, supplemented by accelerator participation (FinTech Innovation Lab London, Plug and Play Insurtech, HITS Innovation Garage/Generali, Kickstart) and content-led demand generation. Revenue is generated through a SaaS platform subscription model with flexible pricing tied to company size and needs, and the company has raised over $5.5M cumulatively across pre-seed, grant, and seed rounds from btov Partners, Wingman Ventures, Join Capital, seed + speed Ventures, and Swiss Innovation Agency (Innosuisse). Notable third-party validation includes the 2024 Swiss InsurTech Hub Award (InsurTech of the Year), inclusion in the 2025 Top 10 Swiss FinTechs and World's 100 Most Important AI FinTechs lists, and recognition in Gartner's 2026 AI TRiSM framework.

Name

Calvin Risk

Legal name

Calvin Risk AG

Website

https://calvin-risk.com

Company type

Private

Founded year

2022

Operating status

Operating

Headcount range

11–50 employees

Short description

Calvin Risk is an ETH Zurich spin-off that provides a quantitative AI governance and risk management platform enabling enterprises in insurance, banking, and aviation to assess, monitor, and comply with regulations including the EU AI Act across the AI lifecycle.

Ownership category

akta.pro rank

Product category

AI Governance and Risk Management Software

NAICS

Software Publishers (513210)

SIC

Services-Prepackaged Software (7372)

akta.pro primary industry

AI Governance, Risk & Compliance (GRC) Platforms (HDAAAMAA)

akta.pro secondary industry

Model Governance, Risk & Compliance (GRC) Platforms (HDAAAKAA)

Keywords

• AI governance software
• AI risk management
• EU AI Act compliance
• LLM assessment platform
• Model risk quantification

Headquarters

HQ city

Kloten

HQ country

Switzerland

HQ region

Europe

Offices1 record

Markets served

GTM type

B2B

Offering type

Software

Cost components

Personnel, Technology or R&D, Marketing or Sales, Operations, Infrastructure

Revenue model

1. SaaS Platform Subscription: Subscription-based AI governance and risk management platform. The platform provides in-depth insights into AI algorithm development and deployment, quantitative risk assessment, and compliance tools. Flexible pricing tiers based on company size and needs.

Pricing tiers

Go-to-market motion2 records

Distribution channels2 records

Marketing channels6 records

Core offering

Calvin Risk provides a SaaS platform (the Calvin Platform) that enables enterprises to assess, monitor, and manage technical, ethical, and regulatory risks of AI systems throughout the AI lifecycle. The platform delivers AI inventory, automated quality testing, EU AI Act compliance tools, and specialized Large Language Model (LLM) assessment, including tamper-proof audit trails and real-time monitoring.

Product overview

Calvin Risk offers the Calvin Platform, a comprehensive AI governance and risk management solution consisting of four integrated modules: Governance Inventory (including Model Inventory, Business Use Case Inventory, and Risk Inventory), Quality Assessment and Automation (including Quality Metrics, Automated Model Onboarding, and Severity Assessment), Compliance (including EU AI Act obligations, Evidence Management System, Quality Dashboard, and Risk Policies and Notifications), and LLM Assessment (including LLM Performance and Robustness, LLM Fairness and Explainability, and LLM Safety and Accountability). The platform enables enterprises to quantify technical, ethical, and regulatory risks of their AI portfolio throughout the product lifecycle, providing real-time monitoring, automated testing, and compliance management for AI systems including large language models.

Differentiator

Problem solved

Functional benefit

Brands

• Calvin: The company's AI governance and risk management platform that provides in-depth insights into the development and deployment of AI algorithms, including quantitative and qualitative risk factors, real-time monitoring, and compliance with EU AI Act requirements.

Products and services

• Calvin Platform A comprehensive AI governance and risk management platform that enables enterprises to quantify technical, ethical, and regulatory risks of their AI portfolio, providing real-time monitoring, automated testing, evidence management, and EU AI Act compliance capabilities across the AI lifecycle.

Quantifiable outcome

• 50% reduction in testing efforts and costs within first year
• +3 more outcomes

Named customers5 records

Segments5 records

Ideal customer profiles4 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

AI capability6 records

Feature6 records

Partnerships

Ten partnerships are on record, tiered core, major and growth.

• AvivacoreStrategic or Co-development PartnerCollaboration announced October 2023 with Aviva's innovation team to explore how Calvin's software can help insurers assess and manage technical, ethical, and regulatory risks of AI models. Aims to establish risk-based standardized adoption criteria for AI in insurance.
• Lufthansa Industry SolutionscoreStrategic or Co-development PartnerPartnership to validate and certify AI Maintenance Assistant through Calvin's QLAIM evidence management tool. Enables worldwide regulatory requirements compliance for AI systems in aviation maintenance.
• TÜV SÜDcoreStrategic or Co-development PartnerPartnership to combine TÜV SÜD's quality management approaches with Calvin Risk's compliance tools for AI systems. Joint AI quality framework for EU AI Act compliance.
• Insurance GroupmajorStrategic or Co-development PartnerEarly partnership with major international insurance group to develop and refine Calvin's risk framework. The group uses hundreds of algorithms across divisions for operations and products.
• FinTech Innovation Lab LondongrowthGTM or Marketing PartnerSelected for FinTech Innovation Lab London accelerator program in April 2025 to support growth in fintech sector.
• Swiss InsurTech HubgrowthGTM or Marketing PartnerActive member participating in awards and ecosystem events for Swiss insurtech companies.
• Plug and Play InsurtechgrowthGTM or Marketing PartnerSelected for Plug and Play Insurtech Europe Batch 11 program in October 2023 for acceleration and market access.
• HITS Innovation Garage (Generali)growthGTM or Marketing PartnerJoined HITS Innovation Garage, an innovation hub operated by Generali, for fintech innovation support.
• KickstartgrowthGTM or Marketing PartnerParticipated in Kickstart accelerator program for Swiss startups.
• OECD.AIgrowthGTM or Marketing PartnerListed in OECD.AI Tools & Metrics catalogue for trustworthy AI, providing credibility and visibility in the AI governance space.

Scale indicators9 records

Recent moves6 records

Expansion highlights6 records

Direct peers

• Credo AI: Credo AI is an AI governance and risk management platform that helps enterprises operationalize responsible AI through model inventory, risk assessment, and policy compliance. It targets the same regulated industries (financial services, insurance, healthcare) and competes head-to-head with Calvin Risk on EU AI Act-aligned offerings.
• Holistic AI: Holistic AI is an AI governance, risk, and compliance platform with strong presence in Europe and the UK, offering AI audits, risk management, and EU AI Act readiness tooling. It directly overlaps Calvin Risk's product surface and target buyer (risk, compliance, and C-suite in regulated enterprises).
• Monitaur: Monitaur provides an AI governance platform for model monitoring, bias auditing, and documentation, targeting financial services and healthcare enterprises. Its product overlap with Calvin Risk's Governance Inventory, Quality Assessment, and Compliance modules makes it a close comparable in the same SaaS category.
• ModelOp: ModelOp is an AI governance and model lifecycle management platform used by large banks and insurers to operationalize AI risk policies, documentation, and audit workflows. It competes with Calvin Risk on enterprise AI governance in regulated industries, particularly in financial services.
• Arthur AI: Arthur AI is an AI observability and performance monitoring platform that tracks model behavior, drift, bias, and explainability in production. While more observability-focused than Calvin Risk's broader GRC scope, it overlaps heavily on the Quality Assessment, monitoring, and LLM evaluation dimensions.
• Fiddler AI: Fiddler AI provides an ML and LLM monitoring and explainability platform aimed at enterprises deploying AI in production. Its capabilities in bias, drift, and performance monitoring overlap with Calvin Risk's Quality Assessment and LLM Assessment modules and serve similar risk and compliance buyer personas.

Broad incumbents

• IBM (watsonx.governance): IBM watsonx.governance is a broad enterprise AI governance suite that includes model inventory, risk management, compliance, and lifecycle tooling, sold as part of IBM's larger AI and data platform to large banks, insurers, and regulated enterprises. It competes with Calvin Risk at the high end of the enterprise market where IBM has deep incumbent relationships.
• Microsoft (Azure AI / Responsible AI): Microsoft's Azure AI platform includes Responsible AI tooling (Fairlearn, InterpretML, model cards, content safety) and increasingly integrated AI governance features. As a hyperscaler with massive enterprise distribution, it poses the largest bundled-platform threat to standalone AI governance vendors like Calvin Risk.
• SAS (Model Risk Management / Viya): SAS offers model risk management and AI governance capabilities as part of its Viya analytics platform, deeply embedded in banking and insurance risk functions. Its established footprint in financial services model risk makes it a relevant comparable and competitor for Calvin Risk's insurance and banking buyers.
• DataRobot: DataRobot is an enterprise AI platform with built-in governance, monitoring, and compliance features for model deployment in regulated industries. While primarily an AI development/deployment platform, its governance layer competes with Calvin Risk for similar enterprise risk and compliance buyers.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat5 records

Key risks6 records

Key highlights7 records

Customer concentration

• LinkedInlinkedin.com/company/calvin-risk-ag

Revenue estimate

Valuation estimate

Number of profiles

Profiles13 records

Funding overview

Funding rounds4 records

Investors5 records

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Calvin Risk