REPLAY: From Moleskin to Machine - An Architect's Journey to Head of AI

REPLAY: From Moleskin to Machine - An Architect's Journey to Head of AI

Author: Maryrose Lyons January 11, 2026 Duration: 22:02

Breffni Greene spent 10 years as a practicing architect at Henry J Lyons before spotting ChatGPT on screens across the studio—line managers had no idea their teams were using it. Shadow AI was rampant. Rather than crack down, he convinced leadership to create a new role: Head of AI and Design Innovation. The taboo was real—colleagues worried AI would erase their writing skills and creative thinking. But once people found their hook, everything changed. The managing director discovered new prompting techniques. Junior staff transformed messy interview transcripts into publishable narratives using 11 Labs. Report writing shifted from painful compliance to creative storytelling. Since December, they've processed 500 million tokens at 0.17 cents per message using OmniChat's multi-model platform.

Breffni's 2035 vision? Sitting with his moleskin and pen, drawing architecture, knowing the mundane work is handled—proof humans didn't lose to machines.





Show Notes

Guest: Breffni Greene, Head of AI and Design Innovation, Henry J Lyons Architects


Key Topics:

[03:09] Shadow AI discovery - ChatGPT on screens across the studio, line managers unaware, the catalyst for Breffni's role.

[04:28] Breaking the taboo - AI was genuinely taboo in architecture. Concerns about losing writing skills and creative language.

[04:55] Individual wins matter - Even the managing director discovers new techniques. People must find how AI fits their own work.

[06:22] The book project - 11 Labs identified voices in messy transcripts, enabling authentic conversational narratives with proper citations.

[09:13] Transcription workflows - Talking through building concepts naturally, then structuring compliance documentation while preserving creative passion.

[24:18] 500 million tokens at 0.17 cents - Massive volume, minimal cost using multi-model strategy via OmniChat platform.

[24:41] Meet Henry - Firm-specific AI persona. GPT-4o for strategy, Claude Sonnet for analysis, Gemini Flash for documents.

[26:27] 2035 vision - Moleskin and pen in beautiful urban space, knowing mundane work is handled. Humans still create value.


Key Takeaways:

  • Shadow AI signals appetite, not a problem to eliminate
  • Cultural change requires individual wins, not platform rollouts
  • Multi-model strategies improve cost efficiency dramatically
  • Authentic voice matters more when AI generates generic content


Connect: LinkedIn - Breffni Greene

Replay from 2025.. Breffni's cultural transformation blueprint remains essential.


Hosted on Acast. See acast.com/privacy for more information.


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: Don't Let Your AI Go Rogue [not-audio_url] [/not-audio_url]

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 infr…