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: 41

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