The ambient intelligence market is shifting from “smart devices” toward environment-level intelligence—systems that sense, interpret, and respond to human needs in real time while blending into the background. Ambient intelligence (AmI) combines connected sensors, edge and cloud computing, AI/ML models, context awareness, and human-centric interfaces to deliver experiences...