An End-to-end AI Platform for Dataset Management, Automated Annotation Using Sam2/sam3, Model Training, Workflow Automation, Model Export (onnx, Tensorrt, Fp16/fp32), Llm Fine-tuning, AI Agent Creation, Chatbot Development, and Production Deployment.