A pattern keeps repeating itself in AI projects.

The model works.

The demo works.

The proof of concept gets approved.

Then someone asks the question that nobody wants to answer:

"How are we going to deploy this thing?"

At first, the answer seems simple.

You have a FastAPI backend, maybe a vector database, an LLM endpoint, and a Docker...