Artificial Intelligence Underwriting Company
AIUC is a San Francisco-based standards and insurance company founded in 2025 that certifies AI agents against its AIUC-1 security standard and underwrites AI agent insurance policies up to $50M backed by Lloyd's of London, serving AI agent providers and Fortune 1000 enterprises.
- Company typePrivate
- Founded2025
- HeadquartersSan Francisco, United States
- Headcount1–10
- GTM typeB2B
- OfferingServices
What Artificial Intelligence Underwriting Company does
Artificial Intelligence Underwriting Company (AIUC), operating as Caliber Labs, PBC, is a San Francisco-based standards and insurance company founded in 2025 by Rune Kvist (former Anthropic product lead and Center for AI Safety board member) and Rajiv Dattani (former McKinsey insurance partner and ex-COO at METR). The company addresses enterprise AI adoption friction by certifying AI agents against AIUC-1, a proprietary security, safety, and reliability standard that covers six risk categories (data and privacy, security, safety, reliability, accountability, and societal impact) with 50-plus technical, operational, and legal controls validated through quarterly adversarial testing of 1,000 to 5,000-plus scenarios derived from real-world AI failures.
The core product is AIUC-1 certification, which operationalizes frameworks including ISO 42001, NIST AI Risk Management Framework, MITRE ATLAS, and OWASP Top 10 for LLMs, with technical evaluations delivered alongside Schellman as the first authorized auditor. The second product line is AI agent insurance, with policies up to $50 million per policy backed by Lloyd's of London, covering AI-specific risks such as hallucinations, jailbreaks, data leakage, and brand damage. Together, the certification and insurance bundle forms a 'confidence infrastructure' that AIUC positions as a SOC 2-equivalent for AI agents, transforming security from a procurement blocker into a competitive differentiator for AI vendors.
AIUC's business model combines enterprise-quoted annual subscription certification fees with recurring insurance premiums, sold primarily through direct enterprise sales and the Schellman audit channel. The customer base on the supply side consists of AI agent providers (ElevenLabs, Intercom, UiPath, Ada, Fieldguide, Alpharun), while the demand side consists of Fortune 1000 CISOs, security leaders, legal teams, and procurement functions evaluating AI deployments. The company raised a $15 million seed round in July 2025 led by Nat Friedman, with participation from Emergence, Terrain, an Anthropic co-founder, and former CISOs at Google Cloud and MongoDB, and operates with 1-10 employees from its San Francisco headquarters.
Artificial Intelligence Underwriting Company firmographics
Firmographics- Name
- Artificial Intelligence Underwriting Company
- Legal name
- Caliber Labs, PBC
- Website
- https://aiuc.me
- Company type
- Private
- Founded year
- 2025
- Operating status
- Operating
- Headcount range
- 1–10 employees
- Short description
- AIUC is a San Francisco-based standards and insurance company founded in 2025 that certifies AI agents against its AIUC-1 security standard and underwrites AI agent insurance policies up to $50M backed by Lloyd's of London, serving AI agent providers and Fortune 1000 enterprises.
- Ownership category
- akta.pro rank
Artificial Intelligence Underwriting Company industry classification
Industry- Product category
- AI Agent Security Certification & Insurance
- NAICS
- Insurance Carriers (5241), Direct Insurance (except Life, Health, and Medical) Carriers (52412), Other Insurance Related Activities (52429), Insurance Carriers and Related Activities (524)
- SIC
- Insurance Carriers, Nec (6399), Insurance Agents, Brokers & Service (6411)
- akta.pro primary industry
- Regulatory Readiness & Audit Automation (e.g., EU AI Act, NIST AI RMF, ISO/IEC 42001) (HDAAAMAE)
- akta.pro secondary industries
- Safety & Alignment Evaluation (red-teaming, harmful capability testing) (HDAAAMAL), Responsible AI, Security & Privacy Platforms (Safety, Guardrails, PII) (HDAEANAG), Audit, Explainability & Accountability Tooling (traceability, reporting) (HDAAAKAL), Responsible AI, AI Governance & Compliance Services (BPAEAHAJ)
Keywords
Where Artificial Intelligence Underwriting Company is headquartered
LocationHeadquarters
- HQ city
- San Francisco
- HQ country
- United States
- HQ region
- North America
Offices1 record
Markets served
Artificial Intelligence Underwriting Company business model
Business model- GTM type
- B2B
- Offering type
- Services
- Cost components
- Personnel, Technology or R&D, Marketing or Sales, Operations
Revenue model
- AIUC-1 Certification Services: AIUC charges AI companies for certification against the AIUC-1 standard. The process involves technical evaluations, audits conducted by Schellman, and issuance of an AIUC-1 certificate valid for 12 months. Fees support the adversarial testing, audit evidence collection, and certification process.
- AI Agent Insurance: AIUC underwrites and provides insurance policies to AI companies to protect their enterprise customers financially in case of AI agent failures (hallucinations, data leaks, jailbreaks). Insurance is backed by Lloyd's of London and covers up to $50M in losses. The insurance is unlocked by AIUC's AIUC-1 certification and underwriting process.
- Audit Services: AIUC conducts technical evaluations and issues AIUC-1 certifications, while authorized auditors like Schellman provide independent audit evidence collection, detailed reporting, and certification guidance — combining AIUC's technical rigor with partner audit expertise.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Subscription | Annual | AIUC-1 Certification and Insurance |
Go-to-market motion2 records
Distribution channels2 records
Marketing channels5 records
Artificial Intelligence Underwriting Company product offering
Product offeringCore offering
AIUC certifies AI agents against its AIUC-1 standard covering six risk categories (data & privacy, security, safety, reliability, accountability, societal impact) with 50+ controls validated through quarterly adversarial testing, and underwrites AI agent insurance policies covering up to $50M in losses from AI failures such as hallucinations, jailbreaks, and data leaks. Certification is delivered jointly with authorized auditor Schellman; insurance is backed by Lloyd's of London.
Product overview
AIUC (Artificial Intelligence Underwriting Company) is a San Francisco-based company offering a dual-product portfolio centered on AIUC-1 certification and AI agent insurance. The core offering is AIUC-1, the world's first comprehensive security, safety and reliability standard for AI agents, which validates AI systems against 50+ controls covering data & privacy, security, safety, reliability, accountability, and societal risks through technical testing and independent audits. Supporting this, AIUC provides AI agent insurance policies covering AI-specific risks up to $50 million, backed by Lloyd's of London, enabling enterprises to underwrite risks that previously blocked AI adoption. The company also offers technical evaluation and gap analysis services to help AI companies prepare for certification.
Differentiator
Problem solved
Functional benefit
Products and services
- AIUC-1 Certification The world's first AI agent security, safety and reliability certification standard, validating AI agents against 50+ technical, operational and legal safeguards covering data & privacy, security, safety, reliability, accountability, and societal impact. Certificate is valid for 12 months with quarterly adversarial re-testing required for renewal. Targets AI companies and enterprise AI deployers.
- AI Agent Insurance Insurance policies covering AI-specific risks including hallucinations, jailbreaks, data leakage, and brand risk, with coverage up to $50 million of losses. Backed by Lloyd's of London and unlocked by AIUC-1 certification. Sold to AI companies to protect their enterprise customers in case of AI agent failures.
- Technical Evaluations (Adversarial Testing) Adversarial testing service that evaluates AI agents against thousands of real-world threat scenarios including jailbreaks, prompt injections, data leakage attempts, and hallucination risks, with results delivered for AI companies preparing for AIUC-1 certification.
- Gap Analysis Risk assessment service providing a comprehensive overview of an AI agent's safety, security, and reliability posture using AIUC's risk assessment framework, identifying gaps before formal AIUC-1 certification.
- AIUC-1 Audit Support Audit assistance service delivered jointly with authorized auditor Schellman, helping companies achieve AIUC-1 certification through independent audit evidence collection, detailed reporting, and certification guidance to unlock faster enterprise adoption.
Quantifiable outcome
- 95%+ of enterprise AI pilots fail to reach deployment due to legal and security concerns
- +5 more outcomes
Companies that use Artificial Intelligence Underwriting Company
Customer profileNamed customers6 records
Segments4 records
Ideal customer profiles3 records
Artificial Intelligence Underwriting Company technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
AI capability4 records
Feature6 records
Artificial Intelligence Underwriting Company partnerships and signals
Strategic signalPartnerships
Seven partnerships are on record, tiered core.
- SchellmancoreSchellman became the first authorized auditor of AIUC-1. AIUC conducts technical evaluations and issues certification while Schellman provides independent audit evidence collection, detailed reporting, and certification guidance. Schellman was the first ANAB-accredited certification body for ISO 42001. This partnership extends AIUC's reach to Schellman's Fortune 500 client base and provides enterprise buyers with the audit expertise needed for the certification process.
- MITREcoreMITRE is a technical contributor to AIUC-1, creating and maintaining ATLAS (Adversarial Threat Landscape for Artificial-Intelligence Systems), a globally accessible knowledge base of adversary tactics and techniques against AI-enabled systems. ATLAS mitigation strategies are implemented directly in AIUC-1 requirements and controls, with full crosswalk documentation in AIUC-1.
- UiPathcoreUiPath became a founding technical contributor to AIUC-1, contributing its technology and experience to reinforce the framework's security standards. UiPath was the first enterprise automation platform to achieve AIUC-1 certification, setting a benchmark for responsible AI agent deployment in enterprise environments.
- Orrick, Herrington & SutcliffecoreAIUC and Orrick, a top AI law firm, partnered to create AIUC-1. Orrick reviews the legal controls of AIUC-1 across data and privacy, IP, and accountability policies. Orrick Partner John Bautista (leads the firm's Innovation & Technology practice) co-developed the standard with AIUC.
- Stanford Trustworthy AI Research LabcoreStanford Professor Dr. Sanmi Koyejo (Assistant Professor and leader of Stanford's Trustworthy AI Research Lab) is an advisor to AIUC. Stanford and AIUC partner on AIUC-1, with Dr. Koyejo providing input on real-world AI risk for enterprises and how AIUC-1 incorporates state-of-the-art AI research.
- IntercomcoreIntercom is a founding technical contributor to AIUC-1. As a founding contributor, Intercom contributes expertise from its enterprise deployments to help strengthen the standard for the broader industry. Intercom's Fin AI agent was the first customer service AI agent to undergo AIUC-1 certification, with certification validating Fin's safeguards against jailbreaks, prompt injections, and data leakage.
- CSA (Cloud Security Alliance)coreCSA is a trusted institution that collaborated with AIUC to develop AIUC-1, contributing to the operationalization of AI security frameworks including CSA's existing cloud security standards into the AIUC-1 standard.
Scale indicators6 records
Recent moves6 records
Expansion highlights6 records
Artificial Intelligence Underwriting Company competitors and assessment
Company assessmentDirect peers
- Holistic AI: Holistic AI is an AI governance, risk, and compliance platform that helps enterprises manage AI systems through auditing, monitoring, and regulatory readiness tooling. Directly competes with AIUC's AIUC-1 certification offering for enterprise AI assurance budgets.
- Credo AI: Credo AI provides an AI governance platform for responsible AI deployment, including risk assessments, compliance documentation, and audit workflows. Targets similar enterprise buyers (CISOs, legal, compliance) with overlapping value propositions around AI risk management.
- Monitaur: Monitaur offers AI governance and ML model monitoring software for model risk management, bias auditing, and compliance documentation. Competes for the same enterprise AI assurance spend, though with less emphasis on adversarial red-teaming than AIUC.
- Robust Intelligence (Cisco): Robust Intelligence (acquired by Cisco in 2024) provides AI firewall and model security testing that validates AI system robustness against adversarial inputs. Directly comparable to AIUC's adversarial testing layer, now embedded inside Cisco's broader security portfolio.
- TrojAI: TrojAI builds AI security and red-teaming tools to detect Trojan attacks, vulnerabilities, and adversarial exploits in ML models. Provides the same adversarial testing capability AIUC offers as part of AIUC-1 certification, targeting similar government and enterprise buyers.
- Calypso AI: Calypso AI is a security and observability platform for generative AI and LLM applications, offering red-teaming, prompt injection defense, and policy enforcement. Directly comparable to AIUC's adversarial testing scope for deployed AI agents.
- HiddenLayer: HiddenLayer provides AI application security including adversarial threat detection, model scanning, and AI risk management. Competes with AIUC's AI agent security testing layer, particularly for ML supply chain and model integrity assurance.
Emerging players
- Citadel AI: Citadel AI (Japan-based) provides AI quality assurance and testing tools for ML models, including robustness, fairness, and explainability evaluations. Overlaps with AIUC's testing methodology, though focused more on model QA than on certification-plus-insurance go-to-market.
Broad incumbents
- Deloitte (AI Assurance practice): Deloitte's Trustworthy AI practice offers AI risk assessments, algorithmic audits, and AI compliance services to Fortune 500 clients. Could launch a competing proprietary AI agent standard bundled into existing enterprise consulting relationships.
- Munich Re: Munich Re is a global reinsurer actively exploring AI underwriting and cyber insurance products, with initiatives covering AI-related liability. As a Lloyd's competitor and major capacity provider, it could launch a competing AI-specific insurance product with its own technical certification requirements.
Market position
Strengths4 records
Weaknesses4 records
Competitive moat6 records
Key risks6 records
Key highlights6 records
Customer concentration
Artificial Intelligence Underwriting Company social profiles
Digital presenceArtificial Intelligence Underwriting Company compliance and trust
Trust signalCompliance2 records
Artificial Intelligence Underwriting Company financial estimates
Financial estimateRevenue estimate
Valuation estimate
Artificial Intelligence Underwriting Company leadership team
Management profileNumber of profiles
Profiles2 records
Artificial Intelligence Underwriting Company funding detail
Funding detailFunding overview
Funding rounds2 records
Investors7 records
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Artificial Intelligence Underwriting Company M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about Artificial Intelligence Underwriting Company
What does Artificial Intelligence Underwriting Company do?
AIUC certifies AI agents against its AIUC-1 standard covering six risk categories (data & privacy, security, safety, reliability, accountability, societal impact) with 50+ controls validated through quarterly adversarial testing, and underwrites AI agent insurance policies covering up to $50M in losses from AI failures such as hallucinations, jailbreaks, and data leaks. Certification is delivered jointly with authorized auditor Schellman; insurance is backed by Lloyd's of London.
Is Artificial Intelligence Underwriting Company a public or private company?
Artificial Intelligence Underwriting Company is a private company. It is classified as venture growth investor backed and is currently operating.
When was Artificial Intelligence Underwriting Company founded?
Artificial Intelligence Underwriting Company was founded in 2025. It employs 1 to 10 people.
Where is Artificial Intelligence Underwriting Company based?
Artificial Intelligence Underwriting Company is headquartered in San Francisco, United States, in the North America region.
How does Artificial Intelligence Underwriting Company make money?
Three revenue lines are on record. AIUC-1 Certification Services are the primary driver. The others are AI Agent Insurance and audit Services.
Who are Artificial Intelligence Underwriting Company's main competitors?
Direct peers on record are Holistic AI, Credo AI, Monitaur, Robust Intelligence (Cisco), TrojAI, Calypso AI and HiddenLayer. Citadel AI is listed as an emerging player. Broad incumbents are Deloitte (AI Assurance practice) and Munich Re.
Does Artificial Intelligence Underwriting Company have an API?
No public API is recorded for Artificial Intelligence Underwriting Company.
What industry is Artificial Intelligence Underwriting Company in?
Artificial Intelligence Underwriting Company's product category is AI Agent Security Certification & Insurance. Its primary akta.pro industry code is HDAAAMAE, Regulatory Readiness & Audit Automation (e.g., EU AI Act, NIST AI RMF, ISO/IEC 42001), with a secondary code of HDAAAMAL, Safety & Alignment Evaluation (red-teaming, harmful capability testing). Its NAICS code is 5241 and its SIC code is 6399.