Why Most AI Healthcare Tools Stall at the Pilot Stage

Artificial intelligence (AI) in healthcare consistently demonstrates remarkable technical accuracy in hospital trials, often exceeding human benchmarks. However, the majority of these tools fail to progress beyond pilot programs into widespread clinical use. The Deployment Gap: Accuracy Isn’t Enough Despite accuracy rates above 90% for AI diagnostics in controlled studies, fewer than one in three…