AI projects do not all need the same kind of server. A chatbot wrapper around OpenAI or Claude can run well on a small VPS. A RAG application needs fast storage, enough RAM for embeddings and a vector database, and stable network latency. A Stable Diffusion service needs GPU VRAM. Fine-tuning a 70B model needs a completely different class of GPU cluster.