Corporate Medicine Is Eating Its Best Nurses Too

The Entrepreneur's Life

Corporate Medicine Is Eating Its Best Nurses Too

Most of what I write in this community is addressed to physicians. The burnout conversation, the structural dependency on corporate employment, the micro-corporation as the path back to professional autonomy: all of it is framed around the physician's specific experience of a system that was built to serve patient care and has been gradually reorganized around a different set of priorities.

Today's post is different. Today I want to write about my sister.

She has been a registered nurse for more than twenty-five years. She works as a triage nurse for a large hospital corporation in central Indiana. Her job, the one she shows up to do every day with a competence and a compassion that I have watched her bring to nursing her entire career, is to answer the phone when patients call, listen carefully to what they are describing, ask the questions that a trained clinical mind asks in that situation, and route them to the level of care their situation actually requires. She is exceptionally good at this. Not good in the way that an adequate employee is good, meaning she meets the standard. Good in the way that patients feel when they hang up the phone, that someone heard them, that the person on the other end of the line understood what they were describing and took it seriously and helped them figure out what to do.

Her patient satisfaction scores are nearly ten out of ten. That is not a minor data point. In a clinical contact center environment, a sustained near-perfect patient satisfaction score across thousands of calls represents something that most organizations would hold up as a model of what their service is supposed to be.

Instead, she is being told she is an underperformer.

What Corporate Management Wants From Her

The management concern about my sister's performance is not clinical. It is about time. She spends more time on each call than the metrics say she should. She listens carefully before she responds. She asks follow-up questions when something a patient says makes her clinical antenna go up. She treats the person on the phone the way a twenty-five-year nursing veteran treats a person on the phone, which is to say she treats them as a patient rather than as a ticket to be processed.

The system she works in has decided this approach is inefficient. And so the correction from management takes two forms. The first is pressure to reduce call duration, to move patients through the triage workflow faster, to hit the throughput numbers that the dashboard is measuring rather than the patient satisfaction numbers that the dashboard is also measuring and that she is already winning. The second is the suggestion, which has now moved beyond suggestion toward institutional expectation, that she should let the AI handle more of the patient communication in an automated mode, reducing the human touch in the triage contact so that the efficiency metrics improve.

She is not resisting AI because she is afraid of technology. She is resisting because she is a skilled clinical professional who understands that telephone triage of patients in distress is not a workflow that improves when you reduce the human attention at its center. The patient who calls because they are worried about a symptom, who is frightened, who is already navigating the friction of trying to access care in a system that makes access difficult, needs to be heard by a person. The ability to hear them, to pick up on the tone of voice that does not match the stated symptom, to ask the question that produces the detail that changes the triage decision: these are not inefficiencies to be automated away. They are the clinical work.

"She is being measured on how fast she processes calls. She is delivering nearly perfect patient satisfaction on those same calls. The system has found a way to penalize excellence because excellence does not fit the throughput model."

Related resources

Blog: The Burnout Inflection Point Is the Best Time to Incorporate

Blog: Systemic Collusion: How Big Business in Healthcare Herds Physicians into Corporate Control

Blog: Doctors Weren't Designed to Be Healthcare Factory Workers

Free eBook: Healing the Healers: Overcoming Physician Burnout (subscriber free)

The Numbers Behind the Story

My sister's story is personal to me, but the problem it describes is systemic and the data on it is consistent.

Nursing burnout: the state of the profession

• 62% of nurses report feeling burned out, according to the American Nurses Association's 2024 Workplace Survey, up from 50% in 2022.

The leading driver of nursing burnout is not patient acuity or clinical complexity. It is administrative burden, institutional understaffing, and the loss of professional autonomy over how care is delivered.

• 51% of nurses say they have considered leaving nursing in the past year, with institutional pressure and loss of clinical control cited more frequently than compensation as the primary reasons. (AMN Healthcare 2025 Survey of Registered Nurses)

• 34% of nurses report feeling that their clinical judgment is regularly overridden by administrative priorities unrelated to patient care. (Nursing2025 Journal Survey)

AI and automation pressure is emerging as a specific burnout driver in nursing: a 2025 survey by the National Nurses United found that 58% of nurses at facilities with AI-assisted clinical workflows reported feeling that the technology was being used primarily to reduce staffing rather than to improve care quality.

These numbers describe the structural pattern that my sister is living inside: a profession that attracts people who are drawn to the human dimensions of clinical care, subjected to institutional pressure that systematically reduces those dimensions in the name of efficiency, while measuring the throughput that efficiency produces and calling it quality. The patients are still calling. Someone still has to triage them. The question the institution is answering is not "how do we do this well?" but "how do we do this at the lowest labor cost per call?" Those are different questions and they produce different answers, and the nurse who has been doing this work for twenty-five years knows the difference.

The AI Question She Is Actually Being Asked

I want to address the AI element of my sister's situation directly, because the conversation about AI in healthcare has a habit of collapsing into a binary that serves no one. The binary is either "AI will replace clinical judgment and that is dangerous" or "AI is a tool that augments clinical capacity and fear of it is technophobia." Both framings miss what is actually happening in her contact center.

The specific AI application being pushed on her is automated patient communication in triage: a chatbot or automated voice response system that handles the initial patient contact, gathers symptom data through a structured interaction, and routes the patient based on the output of that interaction. This model is not the same as AI-assisted clinical decision support used by a trained nurse making the final triage decision. It is AI as a replacement for the trained nurse's first contact with the patient, which is precisely the contact where the clinical value she adds is most concentrated.

The experienced telephone triage nurse does not add value by reading a symptom checklist and following an algorithm. The algorithm is easy to automate. She adds value by detecting the gap between what the patient says and what the patient means, by hearing the catch in the voice that tells her the patient is more frightened than their stated symptom would suggest, by asking the question that the algorithm does not know to ask because the answer to the previous question made the next question obvious only to someone with clinical judgment. That is not easily automatable, and the attempt to automate it is not an efficiency improvement. It is a quality reduction that the system is choosing to make because it cannot easily measure the quality it is losing.

I am the CEO of ChatRx, which is an AI-assisted telehealth platform. I spend a significant portion of my professional life thinking about where AI belongs in clinical workflows and where it does not. And I want to say clearly: the model my sister is being pushed toward is not what I would defend. The ChatRx model places AI in the documentation and communication support role while keeping a physician in the clinical judgment role for every patient interaction. The model her employer is pursuing removes the clinical professional from the first contact and replaces her with a system that cannot do what she does. Those are not the same thing, and conflating them serves the efficiency argument rather than the patient.

Related resources

Blog: Independent Practice Gave You Freedom. After-Hours Took It Back.

Resource: ChatRx: physician-supervised AI telehealth that keeps the physician in the clinical judgment loop

Blog: I Stopped Typing During Patient Visits. Here Is What Changed.

What This Looks Like From the Inside of the Family

I want to return from the systemic argument to the personal one, because the systemic argument is available in many places and the personal one is the reason I am writing this post.

My sister loves nursing. She has loved it for twenty-five years. She did not go into this work for the income or the institutional affiliation or the benefits package. She went into it because she is the kind of person who, when someone calls her and tells her they are frightened about a symptom, experiences that as a claim on her attention and her skill and her care that she takes seriously. That is not a work ethic. It is an identity. It is what she is.

What is happening to her at work right now is that her employer has decided that who she is makes her a problem to be corrected. The careful listening is a metric violation. The extended call duration is a performance deficiency. The near-perfect patient satisfaction score does not count against the throughput deficit because the system is measuring the wrong things, and the people doing the measuring either do not understand what they are losing or have decided it is worth losing.

She is burning out. Not because she has lost her commitment to the work or her capacity for the work. She is burning out because the work is being done to her in a way that makes it feel less like nursing and more like a performance she is failing at, measured against standards that have nothing to do with whether her patients are getting good care.

I have written in this community repeatedly about physicians experiencing exactly this dynamic. The doctor who loves medicine but hates what medicine has become inside the institutional model. The clinical professional whose identity was built around the quality of the care they provide and who is being told that the quality of that care is not the metric that matters. That dynamic is not limited to physicians. It is the condition of clinical professionals inside large healthcare corporations, and it is producing the same outcome across every clinical role it touches: the people who care most are the ones it hurts worst, because caring is exactly what the throughput model is trying to optimize away.

The perverse performance metric

My sister's situation makes visible a specific perversity in how corporate healthcare measures clinical performance: she is being told she underperforms on throughput while delivering nearly perfect patient satisfaction. These two metrics are measuring the same clinical encounters through two different lenses. The throughput metric says she is too slow. The patient satisfaction metric says the patients on the other end of those calls are receiving care that meets or exceeds their expectations nearly every time. The system is using the first metric to overrule the second because the first one drives labor cost and the second one drives something more difficult to price.

What is being priced out of the triage workflow is the human dimension of a clinical encounter conducted by someone with twenty-five years of nursing experience who genuinely cares about the person on the phone. That dimension cannot be easily quantified, so it is being assigned a cost (excess call duration) rather than a value (near-perfect patient outcomes and satisfaction). This is not a technology problem. It is an institutional values problem that technology is being recruited to solve.

What I Would Say to the Nurses in This Community

I know this community is primarily physicians. But there are nurses here too, and there are physicians who manage nurses and who make decisions about clinical workflows, and there are physicians who are married to nurses or who work alongside them every day and who are watching the same thing happen to their colleagues that is happening to my sister.

For the nurses: the burnout you are experiencing is not a personal failure. It is the predictable outcome of being a person who entered a caring profession and being subjected to an institutional model that has decided caring is an inefficiency. Your clinical judgment, your patient relationships, and the quality of attention you bring to your work are not the problem. They are the thing the system is consuming. Understanding that distinction is not comfortable, but it is clarifying.

For the physicians who manage nurses or influence the clinical workflows in their institution: the nurse who is the most careful listener, who takes the most time, who has the highest patient satisfaction scores and the slowest throughput numbers, is not your underperformer. She is your model. The question worth asking is not how to bring her throughput up to the standard. It is whether the standard is measuring what you actually care about.

And for the physicians in this community who built a micro-corporation and an employment lite arrangement specifically to get out from under the institutional model that is doing this to my sister: the professional autonomy you protected when you chose the W-9 over the W-4 is the thing she does not have. She is inside the system without a structural exit. That is worth naming, and it is worth thinking about the next time the decision about whether to stay inside or build something outside comes to you.

The burnout is bigger than any one profession

The conversation in this community has been primarily about physician burnout because that is the community this platform serves. But the structural forces producing physician burnout are producing clinical burnout across every role inside large healthcare institutions, and the nurses, PAs, NPs, and clinical support staff experiencing it are experiencing it for the same reasons: an institutional model that has reorganized clinical work around financial efficiency metrics rather than patient care quality, and that has systematically reduced the professional autonomy of every clinical role in the process.

The resources in this community were built for physicians. Some of them are applicable to nurses and other clinical professionals who have the licensing basis to form their own professional entity and pursue an independent contractor arrangement. The Doctor Incorporated framework addresses the physician specifically, but the structural argument, that clinical professionals have more agency over their professional arrangements than the institutional model allows them to believe, extends beyond physicians to every licensed clinical professional who has earned the right to practice independently.

If you are a physician who has built the micro-corporation and the professional autonomy to practice on your own terms, and you have a clinical colleague or family member in a nursing or allied health role who is burning out inside an institutional model that is treating them the way my sister is being treated: the best thing you can do is tell them that the conversation this community has been having about physician autonomy is a conversation that belongs to them too, even if the specific structural tools look different in their professional context.

Book a $500 Business Strategy Session if you are a physician who is watching this happen around you and wondering whether the structural work of building your own professional entity is worth the complexity. It is. Join the PEA community at $99/year for Explorer membership. And if you have a nurse in your life who is burning out in exactly the way I have described today, please share this post with them. Not because it offers an immediate solution, but because it names what is happening to them accurately, and sometimes naming it is the thing that matters most.