Part V: The Tool Landscape | Chapter 20
The Workshop — Platforms, Automation and Your Own AI Studio

The Goal
By the end of this chapter you will know the three levels of working with AI tools: ready-made apps, platforms that connect apps, and the open workshop where you run AI models yourself. You will know when each level pays off, what renting a powerful computer by the hour really costs, and how to keep that cost under control. At the end you will put all the tool costs of a project on one sheet for your offer.
Understand: three levels
Most projects never need the third level. When they do, it gives you something the apps don’t: full control over every step, the same character in hundreds of images, and no monthly subscription to a service that might change its rules tomorrow.
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