Risk Management Show Podcast
Vendor Risk in the AI Era: Why Annual Reviews Aren’t Enough with Clarence Chio
June 10, 2026
Clarence Chio joins Global Risk Community to discuss why vendor risk has become continuous, why annual reviews cannot keep up, and how AI and procurement are reshaping third-party risk management.
Podcast / Vendor risk / AI / Continuous monitoring / Procurement
Risk model
Continuous
Legacy gap
Annual reviews
Control point
Procurement
Podcast / Vendor risk / AI / Continuous monitoring / Procurement
Vendor risk now lives inside interconnected ecosystems
In this episode of the Risk Management Show, Clarence Chio, Cofounder and CEO at Coverbase, explores how third-party risk is changing as organizations rely more heavily on external services, AI systems, integrations, and vendor ecosystems.
The core point is direct: static assessments and annual reviews are no longer enough. Vendor environments change continuously, and security teams need visibility into behavior, not just compliance snapshots captured once a year.
What changed
Third-party risk is no longer periodic. It is a live operating condition.
Why annual reviews are not enough
Traditional vendor assessments were built for a slower, more static operating model. AI-era ecosystems move too quickly for that cadence.
Vendors change infrastructure, permissions, integrations, sub-processors, data flows, and telemetry practices throughout the year. By the time an annual review is complete, the relationship it describes may already have shifted.
Vendor risk
Continuous
Reviews
Periodic
Visibility
Real-time
AI
Accelerating
Clarence frames the challenge as a shift from internal security to ecosystem risk. Organizations need to understand what vendors are doing after approval, not only what they said during onboarding.
The modern vendor-risk cycle
Approve
A vendor passes onboarding, due diligence, and contract review.
Integrate
The service connects to workflows, data, users, or production systems.
Change
The vendor adds features, permissions, AI capabilities, or sub-processors.
Drift
The original assessment no longer matches the operational reality.
Monitor
Continuous verification becomes the only way to keep up.
Key takeaways from the conversation
The episode connects vendor risk, procurement, AI, and continuous monitoring into one operating model for modern third-party risk programs.
Static compliance snapshots are giving way to live intelligence.
Visibility is the foundation
Organizations need real-time insight into vendor behavior, not just point-in-time evidence that a vendor was compliant during the last review cycle.
Continuous risk
Vendor risk is not periodic
Annual reviews alone cannot keep pace with today’s dynamic threat landscape and changing vendor ecosystems.
Procurement
Procurement is strategic
Procurement plays a central role in enforcing security requirements before vendors become operationally embedded.
AI detection
AI changes the monitoring model
AI can help identify anomalies, behavioral drift, and evolving risks earlier across vendor ecosystems.
Ecosystem security
The unit of risk has expanded
Security programs must account for vendors, integrations, sub-processors, APIs, and downstream dependency chains.
Final thought
Third-party risk needs to move from static compliance exercises to continuous, intelligence-driven monitoring.
Topics covered in the episode
The discussion spans the practical realities behind continuous vendor monitoring and the organizational changes required to make it work.
01
From internal security to ecosystem risk
Why organizations now inherit risk from vendors, integrations, and interconnected services.
02
Continuous verification in practice
What it means to monitor vendor behavior, permissions, and changes beyond annual review cycles.
03
Procurement as risk gatekeeper
How procurement can enforce risk standards before tools enter the business.
01
From internal security to ecosystem risk
Why organizations now inherit risk from vendors, integrations, and interconnected services.
02
Continuous verification in practice
What it means to monitor vendor behavior, permissions, and changes beyond annual review cycles.
03
Procurement as risk gatekeeper
How procurement can enforce risk standards before tools enter the business.
The episode also covers
The limits of traditional assessments, lessons from the OpenAI-Mixpanel incident, misconceptions in vendor risk management, and the role of AI in vendor risk detection.
The shift is strategic, not cosmetic
Clarence emphasizes a fundamental change in how organizations think about third-party risk. The goal is no longer to collect static evidence and move on. It is to understand vendor behavior continuously, detect changes early, and make procurement, security, and business owners part of the same risk operating model.
As ecosystems grow more complex, the strategies used to secure them must become more adaptive.
Core message
Annual reviews can still be useful, but they cannot be the center of a modern vendor-risk program.
Listen to the original Global Risk Community podcast episode: Vendor Risk in the AI Era: Why Annual Reviews Aren’t Enough with Clarence Chio.
