Healthcare AI: Why Don't Clinicians Use It?

With $45 billion invested in healthcare AI and fewer than 20 percent of deployments succeeding in core clinical workflows, the problem is not the technology.

Here is what the healthcare technology industry does not want you to think about.

Three in four American hospitals have deployed some form of artificial intelligence. Two in three physicians report using a health AI tool in 2024, up from two in five just a year before. Health systems poured an estimated $45 billion into AI and analytics tools in 2025 alone. The demos are impressive. The vendor case studies are persuasive. The board presentations have dashboards.

And yet, when researchers look at what is actually happening at the point of care - at the bedside, in the exam room, in the radiology reading suite - a very different picture emerges.

Fewer than 20 percent of health systems report sustained, high-success use of AI in core clinical diagnosis. Alert override rates for clinical decision support tools run between 90 and 96 percent. Becker's Hospital Review published an analysis calling 95 percent of healthcare AI projects a failure - not because the models performed poorly, but beca…