Just about everyone in healthcare announced an agent this fall, and nearly all of them made the same promise, that the work will finally get done for you. Health plans are rolling out agents to answer member questions, EHR vendors are building them into the clinical workflow, care management platforms are adding agents that prep the nurse's day before she logs in, and there's a new funding round for an agent startup almost every week. A lot of it is genuinely good work, and some of it will take real cost out of a system that badly needs it. But if you read the releases closely and ask whose work is actually getting done, a pattern shows up that's worth naming.
Most of the AI agents launching in healthcare this year are finishing the institution's work, not the family's.
who the agent actually works for
Enterprise software gets bought against a budget line, and it gets renewed against the metrics of whoever owns that budget. That isn't a criticism, it's how the business works, and I've spent fifteen years on the commercial side of it. So when a health plan buys an agent, it buys one that works the plan's outreach list, closes the plan's care gaps and answers the plan's member calls faster. When a health system buys one, it fills open slots, clears the inbox and gets the discharge paperwork out the door. The care management platform's agent preps the nurse's queue so she can get through more members in a day. Even the consumer agents that talk directly to patients mostly finish one company's services, its pharmacy, its visits or its benefits. Each of those is a real improvement, and each one is judged by whether it made that organization more efficient.
The trouble is that an agent inherits the boundaries of whoever bought it. It can only act on the data that organization holds, and it stops at that organization's edge. For a lot of plans, that data still arrives as claims, which means the agent is acting on what happened weeks ago, long after the discharge, the missed refill and the worried phone call have come and gone. You can make an agent very fast at working a list that's three weeks late, and the list will still be three weeks late.
the work that falls between organizations
Picture a dad admitted to an ER in Tucson at 7:48 on a Monday morning while his daughter is two thousand miles away. The hospital knows he's there, but it doesn't know he's on six medicines from two different prescribers, because that lives with the pharmacy. The clinic knows he missed his last physical therapy visit, the lab has an A1c that's been creeping up, and his plan won't see any of it until a claim lands sometime next month. Every system holds one piece of him, and the only people who see the whole picture are his family.
Now think about what has to happen that week for him to come home and stay home. Someone has to get the real medicine list to the ER before anyone adds a seventh. Someone has to book the follow-up before he's discharged and line up a ride, because he shouldn't be driving himself. Someone has to notice on Thursday that the new prescription was never picked up and get it to him, and someone has to keep his kids in the loop so they aren't each calling the nurses' station separately. None of that is exotic. It's the most ordinary work in healthcare, and almost none of it belongs to any one organization. The hospital's job mostly ends at discharge, the pharmacy's job is the fill and the plan's job is the claim, so the work in between doesn't sit on anyone's list, and nobody's agent touches it.
That's how the family became the integration layer of American healthcare. They carry the context across every system, make the calls, fill the gaps and catch the mistakes, and nobody's paying them for it. The industry has spent more than a decade talking about interoperability between systems, and in practice a lot of that interoperability has been a daughter on hold with a pharmacy during her lunch break.
we live this in our house too
My wife is the chief health officer for our family, the way millions of caregivers are, and none of them applied for the job. She keeps health moving for us, for her parents and sometimes for her siblings too. We're raising kids and looking after parents at the same time, which puts us squarely in what people now call the sandwich generation, and we're far from unusual. AARP and the National Alliance for Caregiving found that 63 million Americans are now family caregivers, a 45 percent increase in a decade, and 29 percent of them are caring for children and adults at the same time. Among caregivers under fifty, it's closer to half.
What those numbers don't show is how much of a life gets rearranged around the work. It's become normal for families to move closer to their parents, or move their parents in, because that's the only way to keep up with the medicine lists, the follow-ups, the rides and the refills. The same research found that seven in ten working-age caregivers are holding down jobs while they do it, and nearly a quarter have gone into debt because of it. Many of them are giving injections and managing medical equipment from the kitchen table, and only about one in five of those caregivers ever got any training for it.
I've spent fifteen years helping build and sell products on the institution side of healthcare, and I'm proud of a lot of that work. But none of it ever took anything off our plate at home, and that's an uncomfortable thing to admit when you've been as close to the industry as I have. If the people who know how the system works still end up carrying it, everyone else is carrying more.
whose work did it finish
So the question I'd ask about every agent announcement this year is whose work it actually finished. If the answer is the call center's, the nurse's queue or the scheduling team's, that's valuable and I'd buy it. But if the family's list didn't get any shorter, the agent made the system faster and left the hardest part exactly where it was.
The second question is who answers for it when the work doesn't get done. An agent that acts on someone's care should be held to the same standard as the people who used to do that work, which means a clinical owner, a plan written by a physician, a record of every step and the reason behind it, and a person who steps in the moment something falls outside what an agent should handle. It also means the family decides who helps and what each person gets to see, because the household is the unit that's actually doing the caring.
The irony is that the outcomes plans are paying for, like fewer readmissions, medicines actually taken and follow-up care after a hospital stay, only show up when a family got what it needed between visits. Building from the household out isn't the opposite of serving the plan. It's the only way the plan gets what it bought, and the organizations that figure that out first will stop paying for agents that make their own lists faster and start paying for the work that actually moves the number.
Every system in healthcare is getting an agent. The household still doesn't have one.