June 10, 2026

Inside Automat-it’s playbook for scaling AI startups on AWS

Rows of black server racks with white logos in a data center
imgix / Unsplash

The AI boom has fundamentally changed how startups think about infrastructure. What was once a relatively straightforward cloud scaling journey has become far more complex, as companies now balance GPU-intensive workloads, rapidly evolving AI models,...