Insurance for AI Startups,
Protecting the Future of Intelligence
Innovation moves fast. Ensure your coverage keeps up with the risks that come with model outputs, data privacy, and intellectual property as you scale.
Why AI startups need more than "standard" tech E&O
AI companies don’t just ship software—they ship outputs. That changes how claims show up, especially as customers embed your models in high-impact workflows.
Model Performance & Hallucination
Liability for when an LLM provides false, defamatory, or harmful information that causes a third party loss.
Algorithmic Bias
Protection against claims of discriminatory outcomes in hiring, lending, or healthcare AI.
Training Data Disputes
Legal defense for intellectual property disputes related to the data used to train your proprietary models.
Common risk triggers for AI companies
The 'AI safety' audit
Enterprise buyers increasingly require proof of AI risk management and cyber coverage before integrating your API.
VC due diligence, series A
Investors audit “data provenance” and IP posture—coverage helps you demonstrate mature risk controls.
EU AI act & global regulation
As regulations tighten, a robust insurance program helps signal governance and readiness to customers and partners.
Our Packages That Protect Your AI Company
Pre-Seed & Seed
Core protection for you and your product
What's included
- General third-party claims (CGL)
- Protects you and leadership decisions (D&O)
- Protects you if your tech fails or causes a claim (Tech E&O)
- Protects you if data is exposed or systems are breached (Cyber)
Series A
Protect you, your board, and help you close bigger deals
What's included
- Protects you and leadership decisions (D&O)
- Protects you if your tech fails or causes a claim (Tech E&O)
- Protects you for general third-party claims (CGL)
- Protects you for marketing/content claims (Media)
- Protects you from employee-related claims (EPLI)
- Protects you if data is exposed or systems are breached (Cyber)
Growth Stage
Protection for leadership risk, transactions, and scale
What's included
- Everything in Series A, with stage appropriate limits
- Protects you for benefit plan responsibilities (Fiduciary)
Critical Coverages for the AI Stack
Technology errors & omissions
Covers professional liability arising from technology products or services.
Cyber
Covers hacking, ransomware, and data privacy claims.
Media liability
Covers content, advertising, and intellectual property risks.
Directors & officers
Covers claims related to management decisions and corporate governance.
AI Claims Scenarios
The Bias Lawsuit
A fintech startup’s credit-scoring model is alleged to produce discriminatory outcomes. The startup faces a class-action lawsuit for discrimination.
The Hallucination Loss
A legal-tech AI provides a “fictional” case citation in a filing. The law firm is sanctioned and brings a claim against the AI startup.
The Training Data Claim
A publisher sues an AI company, alleging their model was trained on copyrighted works without a license.
Explore our services
AI insurance
Stay ahead with AI liability coverage, model risk protection, and IP defense.
Fintech
Explore the crossroads of fintech with focused insights on money transfer, regulation, and digital asset security.
Marketplace
Insurance for Marketplaces & Platforms. Safeguard your platform and users while navigating the gig economy's risks.
Health-tech
HIPAA-compliant insurance to protect your business against data breaches and regulatory fines.
SaaS
Scale confidently with coverage tailored for software companies, from E&O to cyber liability.
Frequently Asked Questions
Insurance for AI companies
Frequently Asked Questions
- What insurance does an AI startup need?
- AI startups typically need Technology Errors & Omissions (E&O) for claims related to AI output accuracy, Cyber Liability for data breach protection, Directors & Officers (D&O) for leadership protection, and General Liability. As AI regulations evolve, E&O coverage is increasingly critical.
- Does AI software need errors and omissions coverage?
- Yes. Technology E&O insurance protects AI companies when their software produces incorrect outputs, causes financial harm to clients, or fails to perform as promised. As AI systems make more autonomous decisions, the liability exposure for errors grows significantly.
- What is AI liability insurance?
- AI liability insurance covers claims arising from the use of artificial intelligence products and services. This includes E&O claims from AI errors, cyber claims from data breaches in AI training data, and general liability from physical or financial harm caused by AI systems.
- How does cyber insurance protect AI companies?
- Cyber insurance covers AI companies for data breaches involving training data, model theft, unauthorized access to AI systems, and regulatory fines under data protection laws. AI companies often handle large datasets of sensitive information, making cyber coverage essential.
- What coverage do AI startups need before a funding round?
- Investors typically require Directors & Officers (D&O) insurance before closing a round. Tech E&O and Cyber Liability are also expected by most institutional investors. Having comprehensive coverage in place signals maturity and risk awareness to potential investors.
Explore coverage for other industries: Fintech, Health-Tech, SaaS, Marketplaces | All Startup Insurance