Applied AI Deep Dive: What Companies Are Actually Building

AI use cases are moving beyond chatbots into operational settings such as hospitals, trucking, aviation, heavy machinery, and defense. The review found 136 recent deployments, but only 38 reported any outcome, showing that evidence of impact remains limited.