Episode 3 - Michael Eriksson: From Prototype to Production: Building AI That Actually Work

In this episode I am joined by Michael Eriksson, founder and CEO of Liminal Discovery. Michael founded Liminal Discovery in 2019 after more than 20 years of industry experience. Liminal helps organisations navigate complexity, align strategy and technology with purpose, and design services, strategies, and technologies that work in real life. The timing for this conversation is perfect. AI has made it easier than ever to build prototypes, demos, and early versions of software. But that creates a much bigger question for leaders: if building is cheaper and faster, what are we actually building, why does it matter, and how do we make sure it survives contact with the real business? Today, we will talk about why so many products and AI pilots fail to reach production, what clients are really paying for now, and how businesses can balance speed, governance, durability, and genuine value. Michael can be found at https://liminaldiscovery.com/ and   / michaeleriksson