How to Build AI Governance in 5 Practical Steps Real Usecase

AI governance is no longer optional. In this podcast, we break down a practical 5-step AI governance framework for managing high-risk AI systems from intake and inventory to risk assessment, documentation, vendor review, and continuous monitoring.

Using a fictional HR hiring model at a multinational financial institution, this session explains how organizations can build a real-world AI governance process that addresses bias, compliance, privacy, vendor risk, model drift, and regulatory expectations. We also explore how governance teams can align AI systems with business objectives, legal obligations, and frameworks such as the EU AI Act, GDPR, and the NIST AI Risk Management Framework.

What you’ll learn in this video:
How to create an AI governance intake process
Why AI inventory and system classification matter
How to assess data lineage, bias, and privacy risks
What to check in AI vendor and third-party risk assessments
How to perform AI risk assessments for high-risk systems
Why model cards, documentation, and audit readiness are essential
How to implement continuous monitoring for drift, fairness, and performance
Key governance challenges when deploying AI in regulated industries

This episode is especially useful for:
AI governance professionals
risk and compliance teams
CISOs and security leaders
privacy professionals
data governance teams
internal auditors
organizations deploying high-risk AI systems

Whether you are building an AI governance framework, preparing for AI compliance, or trying to manage AI risk in enterprise environments, this conversation offers a practical roadmap you can apply.

Other Videos on AI Governace
https://www.youtube.com/watch?v=mDuqzICOZZI&t=11s
https://www.youtube.com/watch?v=PT7xmnn8FFI
https://www.youtube.com/watch?v=OhxAdrfHVs8
https://www.youtube.com/watch?v=i721IZkpG8I&t=423s
https://youtu.be/skJNr6C6O18?si=itgrpjoY9viovfL6
https://www.youtube.com/watch?v=dQUML9vnlY4&t=3180s
https://www.youtube.com/watch?v=LgFBi5XD-Ow&t=5668s

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Видео How to Build AI Governance in 5 Practical Steps Real Usecase канала Prabh Nair