Sean Blanchfield: Don't Let Your AI Go Rogue

Sean Blanchfield: Don't Let Your AI Go Rogue

Author: Maryrose Lyons March 18, 2026 Duration: 19:38

Sean Blanchfield, Co-Founder Jentic, joins Maryrose Lyons of the AI Institute for the second part of their conversation, this time diving deep into agentic AI, what it actually means for businesses, and how Jentic's infrastructure can help enterprise get there. From the risks of locking into a single AI model to a practical three-layer roadmap for AI transformation, Sean offers a grounded, builder's perspective on where enterprise AI is really headed. An essential listen for anyone in construction, professional services, or other sectors navigating fragmented systems and wondering where to start.


Chapters

00:00 Introduction and Welcome Back

00:30 Model Neutrality — Why You Shouldn't Lock Into One AI

01:30 Microsoft Copilot: The Hype and the Reality

02:20 Self-Hosting and On-Prem AI for Sensitive Data

03:00 Where Jentic Fits In — Mapping Your Software Ecosystem

04:00 Building a Digital Twin of Your Business Infrastructure 05:00 Agents in the Sandbox — Testing Before Going Live

05:45 Validating and Publishing Automations Incrementally

06:30 Voice Agents and Real-Time Field Queries 07:30 Layer Three: Governance and Running an AI-Powered Company

08:30 Humans in the Loop — Cross-Workflow Thinking

09:15 Resistance to AI Adoption (Spoiler: Less Than You'd Think)

10:00 The Future Company — Humans as Governors of Machines

11:00 Wrap-Up and Where to Find Jentic


Connect with Sean Blanchfield : https://www.linkedin.com/in/seanblanchfield/

Check out Jentic https://jentic.com/


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Maryrose Lyons brings her experience from the AI Institute to Chatting GPT, a podcast that digs into the practical realities of artificial intelligence. Instead of theoretical discussions, these are grounded conversations with the directors, founders, and strategists who are implementing AI solutions right now. You’ll hear from people who have moved their organizations beyond pilot projects into genuine transformation, sharing what worked, what didn’t, and why. The focus often lands on the built environment-exploring how AI is actively reshaping design processes, construction methodologies, and facility management from the studio to the job site. This series is built on the premise that the most valuable lessons come from those with hands-on experience. Each episode unpacks the human decisions behind the technology, offering tangible insights for professionals in technology, business, and education who are navigating their own courses. By listening to this podcast, you gain access to a rare dialogue about applied intelligence, where the conversation is always rooted in real-world execution and impact.
Author: Language: English Episodes: 49

Chatting GPT
Podcast Episodes
Your CIO Shouldn't Own AI [not-audio_url] [/not-audio_url]

Duration: 20:28
Handing the AI programme to the CIO is the obvious move, and Stephen Redmond thinks it is the wrong one. AI is more than a technology rollout. It changes decision rights, it crosses every function from supply chain to sa…
Shadow AI and the fine for panicking [not-audio_url] [/not-audio_url]

Duration: 33:35
What actually happens when your team uses AI to write a blog post, a tender or a report, and does the law now care? Alan Thornton, founder of the AI governance platform Tipcan Solutions, joins Maryrose Lyons to make the…
80% of Engineering Work Is About to Change [not-audio_url] [/not-audio_url]

Duration: 19:48
Andreessen Horowitz has a thesis that every building is still designed by software from the 1990s. Niklas Lindgren agrees, and he is building the company to change it. His claim is blunt: AI is about to change how 70 to…
The self-parking car nobody uses [not-audio_url] [/not-audio_url]

Duration: 26:03
Karen Lewis Enright is a change management professional with over 20 years of transformation experience across global organisations including Johnson & Johnson and Wipro. She holds a Masters in organisational psychology,…
RICS Says AI Literacy Isn't Optional [not-audio_url] [/not-audio_url]

Duration: 30:20
Most of the AI conversation is a numbers game: licences bought, people "using AI", whether the firm has a strategy yet. James Garner thinks that is the wrong number to watch. The money is flowing and the strategies are w…
The Race To Super Intelligence Has Already Started [not-audio_url] [/not-audio_url]

Duration: 31:23
Most of the AI conversation is fixated on AGI: when machines will match human intelligence, and which lab gets there first. Dr. Craig Kaplan thinks that is the wrong thing to watch. The real story is what comes seconds l…
The Web Is Being Componentised [not-audio_url] [/not-audio_url]

Duration: 23:51
In January 2026, Google was granted a patent that lets it read your website, break it into components, and serve searchers an AI-generated page assembled from your content. Visitors may never see your actual site. Joe To…
The AI Problem Isn't the Tech — It's the Adoption [not-audio_url] [/not-audio_url]

Duration: 16:29
Simon Hodgkins has spent a career running global marketing — Sage, CMO Club president, and now Chief Marketing Officer at Vistatec, the Dublin firm helping iconic brands scale content and AI worldwide. He joins Maryrose…
Pints, Petrol and Prices [not-audio_url] [/not-audio_url]

Duration: 23:21
The CSO stopped tracking the price of a pint of Guinness in Ireland in 2011. The last official figure was €3.93. Nobody picked it up again until Matt Cortland and John Fleming decided to call every pub in the country and…
Sean Blanchfield Says: Don't Get This Wrong [not-audio_url] [/not-audio_url]

Duration: 12:21
Serial entrepreneur and Co-Founder of Jentic, Sean Blanchfield joins our host Maryrose Lyons for a conversation about Ireland's AI opportunity, and the risks of getting it wrong. From energy infrastructure and nuclear po…