Platform-as-a-Service (PaaS) for lightweight AI models changes the deployment game. When the model is small enough and optimized for CPU inference, GPU infrastructure becomes unnecessary. This reduces cost, complexity, and provisioning time. A CPU-only setup can live entirely inside a PaaS environment, scaling on demand, integrating directly with APIs, and