Accelerate AI innovation without increasing risk
AI is transforming how businesses operate and compete. Navigating the risks associated with integrating AI into your organization starts with governance. Without proper governance, AI can significantly amplify cyber, regulatory, operational and reputational risks.
WTW’s AI risk consulting services help organizations confidently adopt and scale AI while protecting their business, data and reputation.
Why AI risk management matters?
AI adoption introduces new and evolving risk factors, including:
- Cybersecurity vulnerabilities and data exposure
- Model poisoning, inversion and supply chain threats
- Hallucinatory, biased or erroneous model outputs
- Regulatory compliance challenges
- Increased decision-making and reputational risk.
With cyber risk already ranked among the top global business risks, AI further expands the threat landscape.
Artificial Intelligence
How can AI create opportunities, improve productivity and mitigate risk? Explore our insights to find out more.
What is an AI risk and governance framework?
WTW delivers a comprehensive, end-to-end approach to AI risk management through four integrated service modules:
1. Establish the foundation for AI governance
Start your AI journey with a strong strategic baseline:
- Executive-level AI education and readiness assessments
- Identification of AI use cases and risk exposure
- Gap analysis across governance structures.
Included services:
- AI primer and leadership briefings
- AI threat landscape assessment
- AI risk readiness review.
2. Embed trust, compliance and accountability
Build responsible and ethical AI practices aligned with industry standards:
- AI governance frameworks and policy development
- Cross-functional controls and oversight models
- Regulatory and compliance alignment.
Advanced governance services:
- AI governance workshops
- AI policy creation
- Governance, risk, and compliance (GRC) training
- Third-party AI risk management
- AI incident response simulation exercises.
3. Quantify AI risk and financial impact
Move beyond theoretical risk to measurable business impact:
- Scenario-based AI risk modeling
- Probabilistic loss forecasting
- Financial impact quantified across cyber, operational, and reputational risks.
Our advanced modeling tools deliver decision-ready insights tailored to your AI environment, enabling smarter investments and risk mitigation strategies.
4. Protect your balance sheet as AI scales
Ensure your insurance and risk transfer strategies evolve with AI adoption:
- AI coverage gap analysis
- Cyber, D&O, and technology E&O review
- Design of AI-specific risk transfer solutions.
Coverage insights include:
- Amplified existing risks
- Emerging AI-specific exposures
- Regulatory liability considerations
- Opportunities for enhanced coverage.
Related AI risk content
How are AI risk scenarios modeled?
Unlike generic cyber risk models, WTW delivers tailored AI-specific scenarios, such as:
- Compromised AI models in the software supply chain
- Shadow AI leading to sensitive data leaks
- AI model poisoning attacks
- AI model extraction/theft
- Data exposure through model inversion.
These real-world scenarios provide clear, quantified outcomes to guide business-critical decisions.
The WTW advantage in AI risk management
WTW combines deep technical expertise with strategic business insight:
- Former CISOs and AI-certified risk experts
- Integrated consulting and insurance broking approach
- Translation of technical AI risks into actionable business strategies
- Improved insurer alignment and underwriting outcomes.
We help organizations deploy AI securely, ethically and with resilience across the entire lifecycle.
Your AI risk FAQs
Disclaimer
WTW hopes you found the general information provided here informative and helpful. The information contained herein is not intended to constitute legal or other professional advice and should not be relied upon in lieu of consultation with your own legal advisors. In the event you would like more information regarding your insurance coverage, please do not hesitate to reach out to us. In North America, WTW offers insurance products through licensed entities, including Willis Towers Watson Northeast, Inc. (in the United States) and Willis Canada Inc. (in Canada).
AI risk contacts
