One of the easiest mistakes to make when deploying an AI-built application is choosing server resources based on guesswork. You don't necessarily need a huge server just because the application was built with AI. Start with the application's actual requirements.
CPU Usage
CPU becomes important when your application performs computational work. Examples include: Image processing Data processing Compilation API workloads Background jobs RAM Usage Memory requirements depend heavily on your application's runtime and workload. A simple website may require very little memory. A larger application running multiple services may need considerably more.
Start Small
If you don't know the exact requirements, start with a reasonable configuration and monitor usage. Look at: CPU utilization Memory utilization Storage Network usage Application response times
Scale Based on Data
Real usage is more useful than assumptions. If your application consistently approaches its resource limits, increase the available resources. If resources remain mostly unused, you may be able to use a smaller configuration. You can deploy your AI-built application with Hostwares and adjust infrastructure based on actual production usage.