AAIR Prep Series | Episode 14: AI Supply Chain Risk & Third-Party Management

AI systems rarely operate in isolation. Organizations increasingly rely on external vendors, cloud providers, foundation model providers, data suppliers, AI platforms, and other third parties to build, deploy, and manage AI solutions. This introduces a new set of risks that must be identified, assessed, monitored, and governed effectively. In this episode of the AAIR Prep Series, we explore AI Supply Chain Risk and Third-Party Management, one of the most important and rapidly evolving areas of AI governance and assurance. We examine how organizations evaluate third-party AI providers, assess supply chain dependencies, manage vendor risks, establish contractual safeguards, and continuously monitor external relationships to maintain trust, security, compliance, and resilience. Whether you are preparing for the AAIR certification or working in AI governance, risk management, audit, compliance, cybersecurity, privacy, procurement, vendor management, or responsible AI, this session provides practical insights into managing AI-related risks across the broader ecosystem. 📌 In this episode, we cover: Understanding AI Supply Chain Risks The AI Ecosystem and Third-Party Dependencies Foundation Models and AI Service Providers Data Suppliers and External Data Sources Cloud Providers and Infrastructure Risks Third-Party Risk Management Fundamentals Vendor Identification and Risk Profiling AI Vendor Due Diligence Processes Security, Privacy, and Compliance Assessments Model Transparency and Explainability Considerations Contractual Controls and Service Level Agreements (SLAs) Intellectual Property and Data Ownership Risks Regulatory and Legal Considerations Continuous Monitoring of Third Parties Performance Metrics and Key Risk Indicators (KRIs) Concentration and Dependency Risks Fourth-Party and Extended Supply Chain Risks Incident Management and Escalation Procedures Vendor Exit and Transition Planning Practical Examples of AI Supply Chain Risk Management AAIR Exam-Relevant Concepts and Key Takeaways This playlist is designed to simplify AAIR concepts into practical, easy-to-understand sessions aligned with modern AI governance, assurance, and risk management practices. 🔔 Subscribe for upcoming AAIR Prep Series episodes covering: AI Governance AI Risk Management Responsible AI AI Assurance & Audit AI Regulations AI Compliance AI Security & Privacy AI Lifecycle Management Model Risk Management Explainability & Transparency AI Controls & Monitoring #AAIR #AISupplyChain #ThirdPartyRiskManagement #VendorRiskManagement #AIRiskManagement #AIGovernance #ResponsibleAI #AIAssurance #AIAudit #AICompliance #CyberSecurity #DataPrivacy #AISecurity #ThirdPartyRisk #SupplyChainRisk #VendorManagement #AIRegulation #OperationalRisk