This episode looks at AI in the enterprise through the lens of real conferences, customers and partner pain.
What happens when AI becomes part of how an organisation operates?
Andrew argues that many organisations are approaching AI like a traditional software project and that assumption is already creating problems. The real challenge is not deployment. It’s governance, operating models, and deciding where AI belongs inside the business.

The discussion explores the gap between treating AI as a standalone tool and recognising it as something embedded across operations, culture, and decision-making. It highlights why many organisations struggle to move beyond experimentation, often due to weak data, poor governance, and overlooking the human side of change.

In this MCW Podcast episode, host Jason Gumpert frames a practical, wide‑ranging discussion on the realities of enterprise AI adoption, drawing out why many organisations remain stuck despite growing investment and attention. Through the conversation, Jason explores where organisations are starting from, the gap between personal productivity AI and enterprise‑grade solutions, and why confidence, leadership alignment, and foundational readiness matter more than experimentation alone.