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In this episode of the Risk Management Show, we sit down with Clarence Chio, Cofounder & CEO at Coverbase to explore how vendor risk is evolving in the age of AI and interconnected ecosystems. As organizations increasingly rely on third-party services, traditional approaches to risk management—like annual reviews and static assessments—are proving insufficient.

Clarence shares insights on why continuous monitoring is becoming essential, how procurement is emerging as a critical control point, and how AI can help organizations stay ahead of vendor-related risks.

💡 Key Takeaways Vendor risk is continuous, not periodic: Annual reviews alone cannot keep pace with today’s dynamic threat landscape.

Visibility is critical: Organizations need real-time insights into vendor behavior, not just compliance snapshots. Procurement is strategic: It plays a central role in enforcing security and risk standards. AI is a game changer: It enables earlier detection of anomalies and evolving risks across vendor ecosystems.

🚀 Key Topics Covered

1. From Internal Security to Ecosystem Risk

2. The Limits of Traditional Vendor Assessments

3. Lessons from the OpenAI–Mixpanel Incident

4. Annual Reviews vs. Continuous Verification

5. What Continuous Vendor Monitoring Looks Like in Practice

6. Procurement as the New Risk Gatekeeper

7. Misconceptions in Vendor Risk Management

8. The Role of AI in Vendor Risk Detection

🎯 Final Thoughts Clarence emphasizes the need for a fundamental shift in how organizations think about third-party risk—from static compliance exercises to continuous, intelligence-driven monitoring. As ecosystems grow more complex, so must the strategies used to secure them.

🔗 About the Guest Clarence Chio is the CEO and co-founder of Coverbase, a company focused on transforming procurement into a risk-aware, AI-driven advantage. He is also the author of Machine Learning & Security, a widely recognized resource at the intersection of AI and cybersecurity.

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