[{"data":1,"prerenderedAt":60},["ShallowReactive",2],{"perspective-why-healthcare-doesnt-have-an-ai-problem":3},{"id":4,"title":5,"body":6,"category":48,"date":49,"description":50,"extension":51,"meta":52,"navigation":53,"order":54,"path":55,"seo":56,"stem":57,"summary":58,"__hash__":59},"perspectives\u002Fperspectives\u002Fwhy-healthcare-doesnt-have-an-ai-problem.md","Why Healthcare Doesn't Have an AI Problem",{"type":7,"value":8,"toc":41},"minimark",[9,13,18,21,24,28,31,35,38],[10,11,12],"p",{},"Walk into most healthcare organizations and you'll find real enthusiasm for AI, a pilot or two, and surprisingly little that changed. It's tempting to blame the models. The models are rarely the issue.",[14,15,17],"h2",{"id":16},"the-demo-that-changes-nothing","The demo that changes nothing",[10,19,20],{},"A generic model trained on the open internet doesn't understand a prior authorization queue, a formulary decision, or a reimbursement edit. It can produce something impressive in a demo and something useless in an operation — not because it's weak, but because it's aimed at the wrong target.",[10,22,23],{},"The constraint was never intelligence. It was the decision. Which decision needs to change, who makes it, what economics govern it, and what happens after — those questions decide whether anything improves. AI that never touches them just automates the part that was already working.",[14,25,27],{"id":26},"the-software-wasnt-wrong-the-workflow-was","\"The software wasn't wrong. The workflow was.\"",[10,29,30],{},"Most failed healthcare technology shares a root cause: it was designed around a capability instead of a decision. The data existed. The dashboard shipped. The decision still never happened.",[14,32,34],{"id":33},"where-ai-actually-earns-its-place","Where AI actually earns its place",[10,36,37],{},"Applied precisely — inside a stack of expertise, economics, and workflow — AI is genuinely powerful. It's an engine, not a headline. The organizations that get value from it start with the decision and reach for AI only where healthcare complexity makes it the right tool.",[10,39,40],{},"Healthcare doesn't need more AI. It needs better ways to operate. AI is one route there — one tool among many, with healthcare expertise still doing the steering.",{"title":42,"searchDepth":43,"depth":43,"links":44},"",2,[45,46,47],{"id":16,"depth":43,"text":17},{"id":26,"depth":43,"text":27},{"id":33,"depth":43,"text":34},"perspective",null,"Most healthcare AI initiatives produce impressive demos and little value — because the technology was never the constraint.","md",{},true,6,"\u002Fperspectives\u002Fwhy-healthcare-doesnt-have-an-ai-problem",{"title":5,"description":50},"perspectives\u002Fwhy-healthcare-doesnt-have-an-ai-problem","Healthcare doesn't have an AI problem. It has a decision problem.","kN3_iZ8F3PU18jH063uBjBQMA5i-V2xFq7W9FRg5cFY",1784599854056]