---
title: "Behind the scenes: the Win Happy podcast"
description: Greg Canty is no fan of Generative AI, until it rescued our podcast. A short note on judgement, oversight and knowing when the tool is the right one.
image: https://www.theinstituteofappliedai.com/hubfs/Insights_Image%20(6).png
---
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# Behind the scenes: the Win Happy podcast
Siobhán O'Leary
August 20, 2026
Greg Canty is, by his own admission, not Generative AI's biggest fan. So when we ended up sitting beside each other at a Chamber breakfast and he invited me onto the Win Happy podcast, the conversation was always going to be an interesting one.
We covered the family jewellery business, my engineering career, the juggle of work and family, and the pivot into applying AI in business. What neither of us planned was the twist in the edit. About twenty five minutes in, my microphone gave up. Greg worked through his usual repair software, then reached for an AI restoration tool he had never used before. It saved the recording. It also altered my voice in places and mispronounced the odd word, so he stepped back in to fix what it got wrong.
That is a better demonstration of applied AI than most case studies I read. A sceptic reached for the tool when it was genuinely the right one, kept his hands on the output, deleted what did not hold up, and told his audience exactly what happened. Judgement, oversight, transparency. There is good work to be done here, and this is what it looks like.
We recorded this before the summer, which already feels like a long time ago. That is the pace of it. You are flying the plane, with a very good crew on board, while still fitting the wings and the undercarriage.
---
**About Greg**
Greg Canty is a partner at [Fusion Communications](https://www.fuzion.ie/) and host of the Win Happy podcast, where he talks to business owners about the decisions, detours and occasional disasters behind the work they do. You can find the full back catalogue on [Spotify](https://open.spotify.com/show/4WdBcYjgD5v7lgmQWh9hhJ).
**About the author:** Siobhán O'Leary, AIGP, is an Applied AI Advisor and co-founder of The Institute of Applied AI, helping organisations build AI capability that is grounded in literacy, governance, and practical adoption. She publishes *AI in Motion*, a weekly newsletter for leaders navigating AI beyond the headlines.
**[Subscribe to AI in Motion on LinkedIn →](https://www.linkedin.com/build-relation/newsletter-follow?entityUrn=7324076383855407104)**
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