The Governance Problem: How AI Scales Without Losing Control

AI governance becomes critical when experimentation turns into operational scale. This episode examines how organisations can grow AI use while maintaining control, trust, and momentum.It explores governance as execution infrastructure.TLDR / At a Glance• AI scale and operating control • Weak governance risks and rollback • Excessive approval friction • Trust as a deployment constraint • Runtime monitoring and escalation • Risk tiering, ownership, and reviewEffective AI governance gives leaders enough clarity, accountability, and confidence to move into higher value use cases safely. Support the showIf you are leading your businesses strategic transformation and need greater clarity, stronger execution and measurable results, let’s connect.  🌎 Website: www.KieranGilmurray.com📅 Book a call: https://calendly.com/kierangilmurray/catch-up📘 Kieran Gilmurray | LinkedIn🌐 Substack: https://kierangilmurray.substack.com📕 Amazon https://tinyurl.com/MyBooksOnAmazonUK AI Transparency Notice:  This podcast uses a hybrid format. When an episode features one of Kieran Gilmurray’s written articles, the narration is generated using a synthetic clone of his voice via ElevenLabs AI (the underlying article text is entirely human-authored). Episode descriptions and summaries are assisted by AI and should be considered unedited by a human unless specified.