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AI agents are moving beyond content generation into enterprise action. As they enter workflows, approvals, systems, and decisions, ownership becomes a strategic governance issue.
This episode explores how leaders should define accountability before agent autonomy scales.
TLDR / At a Glance
• Agentic AI as workflow actor
• Limits of traditional ownership models
• Four ownership layers
• Decision rights and autonomy boundaries
• Governance through distributed accountability
• Value, risk, and intervention rights
The key takeaway is that agentic AI can only scale responsibly when organisations clearly assign ownership for the system, workflow, risk, value, and authority to intervene.
Support the show
𝗖𝗼𝗻𝘁𝗮𝗰𝘁 my team and I to get business results, not excuses.
☎️ https://calendly.com/kierangilmurray/results-not-excuses
✉️ [email protected]
🌍 www.KieranGilmurray.com
📘 Kieran Gilmurray | LinkedIn
🦉 X / Twitter: https://twitter.com/KieranGilmurray
📽 YouTube: https://www.youtube.com/@KieranGilmurray
📕 Want to learn more about agentic AI then read my new book on Agentic AI and the Future of Work https://tinyurl.com/MyBooksOnAmazonUK
By Kieran GilmurrayAI agents are moving beyond content generation into enterprise action. As they enter workflows, approvals, systems, and decisions, ownership becomes a strategic governance issue.
This episode explores how leaders should define accountability before agent autonomy scales.
TLDR / At a Glance
• Agentic AI as workflow actor
• Limits of traditional ownership models
• Four ownership layers
• Decision rights and autonomy boundaries
• Governance through distributed accountability
• Value, risk, and intervention rights
The key takeaway is that agentic AI can only scale responsibly when organisations clearly assign ownership for the system, workflow, risk, value, and authority to intervene.
Support the show
𝗖𝗼𝗻𝘁𝗮𝗰𝘁 my team and I to get business results, not excuses.
☎️ https://calendly.com/kierangilmurray/results-not-excuses
✉️ [email protected]
🌍 www.KieranGilmurray.com
📘 Kieran Gilmurray | LinkedIn
🦉 X / Twitter: https://twitter.com/KieranGilmurray
📽 YouTube: https://www.youtube.com/@KieranGilmurray
📕 Want to learn more about agentic AI then read my new book on Agentic AI and the Future of Work https://tinyurl.com/MyBooksOnAmazonUK