Healthcare Keeps Buying AI. But Nobody’s Building the Workforce to Run It.

Ah, marvellous. The healthcare industry, that bastion of measured, risk-averse thinking, has decided to throw money at AI like a drunk sailor while somehow forgetting that computers require actual human beings to point them at the right patient. MedCity News reports that hospitals and health systems are busy acquiring AI tools with 'enormous ambition,' yet nobody—or at least, not enough of anybody—is bothering to hire the architects, interoperability specialists, and data governance experts who might make the damned things work. It's rather like buying a Formula 1 car and then wondering why it's not winning races while the pit crew is off catering weddings. And the punchline? The procurement department is probably congratulating itself on a brilliant deal.

But wait—this is not a problem, this is the natural order of healthcare IT. First you buy the shiny thing, then you build the team to run it, and if you do it in the reverse order, you end up with a lot of shiny things gathering dust while clinicians spend their nights clicking through alert fatigue. The article's specific call-out of interoperability specialists is especially delicious, because interoperability in healthcare has been a punchline for decades. You've got a sector that still struggles to share a PDF between two floors of the same hospital, and now it's convinced that AI will magically fix everything without anyone making the underlying data flow.

The truly dark part is the phrase 'function safely in real environments.' Because if history is any guide, healthcare will deploy these systems, skip the governance workforce, and then blame the technology—or worse, the clinicians—when things go sideways. We've seen this film before, and the sequel is already in pre-production. So by all means, keep buying those AI licenses. Just don't be surprised when the algorithms, untethered from any human who understands them, do something spectacularly idiotic and the lawyers have to be called in. At least the data governance experts—should any ever be hired—will have plenty of incident reports to govern. Lovely.