White Paper: From Vibe To Viable. Curiosity is Easy, Adoption Isn't.

Something has shifted in the last twelve months, and most leadership teams are still working out how to feel about it.

People in organisations are building things with AI they couldn't have built a year ago. Some of it is genuinely impressive. Some of it is running in parts of the business you haven't looked at closely enough yet.

The gap between those two sentences is where the real conversation is happening.

About the White Paper

The Curve brought together senior leaders from law, finance, professional services and the public sector to have that conversation honestly, away from vendor pitches and conference panels.

What came back wasn't consensus. It was candour. Leaders who'd seen vibe coding create real value. Leaders who'd discovered serious problems only after the fact. And a handful of hard-won views on where the line sits between something that helps and something that quietly puts the business at risk.

This is a summary of their discussion, thoughts and real life examples.

About the Curve

The Curve reviews AI-built applications the way an acquirer or a regulator would; checking what's solid, what isn't, and what needs fixing before it goes live.

We help organisations move from prototype to production safely, with the security, governance and data protection controls that AI tools don't build in by default.