AI Governance: Leadership Accountability and Minimum Viable Guardrails

AI Governance and Regulation: Leadership Accountability, Risk Frameworks, and Minimum Viable GuardrailsHost Paul Bibby discusses AI governance and regulation with Siyanbola Feyisetan (Nayis), an applied AI and digital transformation leader focused on building explainable, auditable, dependable systems. They argue governance is a leadership responsibility because accountability for AI decisions cannot be outsourced, though IT, legal, risk, and compliance implement and monitor controls. Feyisetan outlines global regulation (including the EU AI Act, sovereign AI approaches, and fragmented US state rules) and highlights the EU AI Act’s risk-based categories. For organisations operating across jurisdictions, she stresses complying with each region’s laws. They describe practical governance elements: integrated policies on data, model use, risk classification, testing/monitoring, human oversight for high-impact decisions (hiring, credit, healthcare), documentation, approvals, audit trails, and minimum viable governance via clear usage rules, lightweight risk checklists, approval paths, staff training, and cross-functional reviews.Downloads Minimum Viable AI Governance Checklist - https://forms.office.com/e/4cVw3LvQB8 FREE AI Readiness Assessment - https://forms.office.com/e/3dwbqqdJFjChapters00:00 Accountability Starts Here01:24 Meet Nayis Feyisetan02:30 Leadership Owns Governance04:54 Global AI Regulation Tour08:51 Building Governance Structure10:45 Policies Guardrails Oversight13:13 Documentation Audit Trails14:53 Real World Risk Scenarios16:58 Bias Data And Feedback20:23 Minimum Viable Governance25:32 Signature Question Lessons28:32 Key Takeaways And WrapDisclaimer:The opinions and views shared in the Orchestrating AI Podcast are those of the individual speakers. They do not represent the views of their employers, organisations, or any affiliated bodies.The discussions in this podcast are for general information only and are not intended as professional, technical, financial, or legal advice. Listeners should always seek appropriate advice before making decisions based on the topics discussed.