The Edge AI market includes hardware, software, and services enabling AI processing at or near the data source. The scope covers AI processors, modules, boards, edge systems, development and inference software, MLOps tools, consulting, system integration, and managed services across on-device, gateway, edge-server, and hybrid deployments. It includes visual, audio, text, and multimodal applications across smartphones, cameras, wearables, automotive systems, robots, drones, and other edge devices, serving manufacturing, healthcare, retail, telecommunications, energy, government, and other industries. Only revenue attributable to Edge AI products, functionality, and services is included.