The GPU cloud market is booming - but for NeoClouds and cloud service providers, explosive growth is quickly becoming a race to the bottom. In this episode, Edward Ionel of Mirantis breaks down why raw compute is no longer enough to sustain a profitable business, and what operators must do to protect their margins before the window closes.

Edward walks through the full monetization maturity model - from commoditized bare metal to a fully managed AI factory platforms capable of delivering 50%+ profit margins - and explains why evolving from selling compute to selling outcomes is no longer optional. If you're building or operating GPU infrastructure, this episode is a must-listen.

Reach out to Edward directly for a demo: [email protected]

A full list of this episode's topics include:

1. Emerging GPU Cloud and AI Infrastructure opportunity
2. Evolution and challenges for NeoClouds
3. Transforming AI Services
4. GPU depreciation gap and market erosion
5. The 4 stages of GPU monetization
6. Building an AI Service platform
7. Building an AI Factory
8. A hyperscaler-like experience for AI
9. Real world case study

If you want to listen to more episodes of Radio Cloud Native, please visit https://www.mirantis.com/radiocloudnative/ to download, or find them wherever you prefer to consume your podcasts.

If you are interested in contributing to Radio Cloud Native, please reach out to our podcast team: [email protected]