Run AI Governance as a Powerful Management Rhythm episode artwork

EPISODE · Jun 6, 2026 · 13 MIN

Run AI Governance as a Powerful Management Rhythm

from The Digital Transformation Playbook · host Kieran Gilmurray

AI governance often looks complete on paper while remaining weak in daily operations. This episode examines why policies, committees, and principles only become effective when they are connected to live management routines.It explores governance as an operating rhythm for scaling AI with control and confidence.TLDR / At a Glance• Policy-to-practice governance gaps • Cadence, monitoring, and escalation • Ownership across workflows and vendors • Dashboards linking risk and value • Proportional controls by risk level • Governance as performance infrastructureThe central takeaway is that AI governance works when leaders run it continuously through the same systems that manage the business.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. 

Episode metadata supplied by the publisher feed · Published Jun 6, 2026

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AI governance often looks complete on paper while remaining weak in daily operations. This episode examines why policies, committees, and principles only become effective when they are connected to live management routines. It explores governance as an operating rhythm for scaling AI with control and confidence. TLDR / At a Glance • Policy-to-practice governance gaps • Cadence, monitoring, and escalation • Ownership across workflows and vendors • Dashboards linking risk and ...

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