Step-by-Step: Deploying a Multimodal AI Model with Llama 3.2 and FastAPI 0.112 on ECS 4.0

68% of teams deploying multimodal AI models fail to hit production latency SLAs within 3 months of launch, wasting an average of $42k per failed initiative on idle GPU resources and engineer hours. This tutorial eliminates that risk: you’ll build a production-ready Llama 3.2 Vision deployment on ECS