Inside Automat-it’s Playbook for Scaling AI Startups on AWS
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, compliance requirements, and rising operational costs. For many startups, the challenge is no longer simply getting a product to market. It is keeping cloud operations sustainable while scaling fast enough to compete.
