Most AI teams aren’t limited by their ideas.

They’re limited by access to compute.

No matter how great the idea, the team, or the tech, if you can't get access to the right GPUs at affordable prices your project can't grow.

https://t.co/IjHEvTwGWy needed hundreds of GPUs to support real-time image generation at scale.

Using hyperscaler would have meant getting crushed by traditional cloud pricing and procurement delays.

But with https://t.co/ZuybGWvjv9 they were able to:

- Cut GPU costs by 50%+

- Provision faster

- Test new hardware sooner

- Keep scaling without slowing product velocity

The result? They grow from 14K → 19M users in a year.